GalenOps prod · 0.1.0

Study design

Design
Phase III, interventional, randomized, double blind, parallel, placebo-controlled, 2 arms, add-on to platinum-based chemotherapy; trial type: efficacy; indication type: treatment; population: Advanced or metastatic non-small cell lung cancer blinded
Arms (2)
Placebo + ChemotherapyTorivumab + Chemotherapy
Primary endpoint
Overall survival
Enrollment
317 of 450 target
Data cutoff
2026-09-19
Provenance

clinTrialData v0.1.2 — onco_phase3_solid

  • LicenseSynthetic / educational use only — fictional data
  • UpstreamSimulated Sponsor (synthetic data)
  • Extracted 2026-09-19
  • Open source record

Agentic orchestration

Runs all 13 lifecycle agents below in order; each records what it did, the evidence it used, and escalates to a human only on exception.

Horizon 3

Idle — the checklist below shows the last recorded state of every step.

Study lifecycle checklist 12 / 13

13 steps in trial order. Expand a step to see exactly what the agent did, the evidence it computed, and what it produced; steps needing a decision link to the review queue.

Re-assess feasibility with new inputs

Decisions awaiting you 27

Every escalation the agents raised on this study, decided here exactly as on the dashboard. Open an item's details before deciding; a note goes on the audit trail.

deciding as portal.reviewer
critical adverse_event · assess_serious_event

SAE — SAE Narrative Subject SITE001-0066 (58-year-old male) experienced a serious adverse event graded as Grade 3 in severity. The event term has not yet been coded; system organ class is [PENDING — human input]. Source information: Participant-reported via Luna chat: "severe shortness of breath and chest pain since this morning." This is a solicited symptom report and requires clinical characterization. Onset date: [PENDING — human input]. Treatment arm: withheld, as the study remains blinded. Action taken with study treatment: [narrative drafted by claude-sonnet-5; verify against source fields]

medium luna_user · luna_low_mood_followup

Participant Elif Demir has reported feeling 2/5 then 2/5 in consecutive Luna check-ins. Proactive site outreach proposed.

medium luna_user · luna_low_mood_followup

Participant Jonah Reyes has reported feeling 2/5 then 2/5 in consecutive Luna check-ins. Proactive site outreach proposed.

medium luna_user · luna_withdrawal_signal

Participant Jonah Reyes voiced withdrawal intent to Luna. Site coordinator outreach requested — participation is voluntary; only support, never pressure.

medium site_payment · release_site_payment

Milestone invoice of 23,500 USD from SITE001 (USA) (cycle-3 visit completions) is due in 30 days. Finance must approve release.

high regulatory_submission · submit_regulatory

IND annual report for CTX-NSCLC-301 compiled by regulatory affairs (enrollment, safety summary, protocol changes). Sign-off required before submission to FDA.

high protocol · approve_protocol_draft

Protocol v0.1-auto (pending_review) for study "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer" needs medical review. 61 SPIRIT items checked, 42 gaps: 2 critical, 18 major, 22 minor; amendment risk 1.0 (heuristic weights 0.04/0.08/0.15). Critical: data monitoring committee or safety review committee (SPIRIT 21a) — left as placeholder; harms plan: harm stopping criteria / formal stopping rules (SPIRIT 21b / Phillips 2019) — left as placeholder. The reviewer decides whether the draft is approved, revised or rejected.

Edit and re-lint

Escalated by protocol_agent claude-sonnet-5 · 20 d ago · took 12.9 s

medium study · import_matched_candidates

Screening plan for "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer": 60 candidates to screen over the next 30 days across 15 open sites (Pace: pace ratio 1.02 vs pro-rata plan (317/450 accrued, ~309 expected by now); projected last-patient-in 2027-03-14 at the trailing-3-month pace (23.0/month). eligibility yield Y=0.4850). Per site — SITE001 (USA): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE002 (USA): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE003 (CAN): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE004 (DEU): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE005 (FRA): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE006 (GBR): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4; 19 consents vs site median 21.0) · SITE007 (JPN): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4; 19 consents vs site median 21.0) · SITE008 (KOR): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4; 19 consents vs site median 21.0) · SITE009 (AUS): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4; 20 consents vs site median 21.0) · SITE010 (ESP): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4; 20 consents vs site median 21.0) · SITE011 (ITA): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE012 (BRA): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE013 (USA): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4) · SITE014 (NLD): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4; 19 consents vs site median 21.0) · SITE015 (POL): 4 (share 8.9 of 133 remaining ÷ Y 0.485 ÷ 5.9 months = 4). Source: partner:ehr-matching (planning estimate). Approve import for screening — matching never auto-enrolls.

Escalated by recruitment_agent claude-sonnet-5 · 20 d ago · took 4.9 s

high site · confirm_onsite_visit

Site "SITE006 (GBR)" is a statistical outlier among the 15 sites of "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer" (risk score 0.459; withdrawal rate 11% vs study mean 2%, z=3.01; SAE rate 0.68 vs study mean 0.31, z=2.29; enrollment per open month 1.46 vs study mean 1.71, z=-1.64). An on-site visit is proposed for 2026-10-03; the other sites stay on remote/centralized monitoring.

Escalated by monitoring_agent claude-sonnet-5 · 20 d ago · took 4.0 s

high site · confirm_onsite_visit

Site "SITE009 (AUS)" is a statistical outlier among the 15 sites of "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer" (risk score 0.399; lab flags per patient 24.05 vs study mean 16.95, z=2.64). An on-site visit is proposed for 2026-10-03; the other sites stay on remote/centralized monitoring.

medium study · review_aged_queries

4 data queries are open past the 14-day SLA on "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer" (4 past 30 days, 0 safety-critical P1). JSCDM benchmark: ≥80% reviewed within 2 weeks, target 95%. Oldest: [AE-001 · 285 d] AE Fatigue (grade 1) for SITE002-0071 has onset 2025-12-08, 1 d before first dose on 2025-12-09. Confirm onset; [AE-001 · 251 d] AE Asthenia (grade 1) for SITE012-0100 has onset 2026-01-11, 1 d before first dose on 2026-01-12. Confirm onse; [AE-001 · 106 d] AE Anaemia (grade 1) for SITE010-0221 has onset 2026-06-05, 1 d before first dose on 2026-06-06. Confirm onset; [AE-001 · 31 d] AE Diarrhoea (grade 2) for SITE014-0280 has onset 2026-08-19, 1 d before first dose on 2026-08-20. Confirm ons

Escalated by cdm_agent claude-sonnet-5 · 20 d ago · took 4.3 s

critical adverse_event · assess_serious_event

OVERDUE SAE — SAE Narrative Subject SITE012-0012 (58-year-old male) experienced a serious adverse event of Grade 3 Diarrhoea (System Organ Class: Gastrointestinal disorders), meeting seriousness criteria of hospitalization. Onset date: 2026-08-20. Resolution date: 2026-08-30. Outcome: RECOVERED/RESOLVED. Study treatment arm: withheld — study is blinded. Action taken with study treatment: DRUG WITHDRAWN. Causality assessment: Investigator causality assessment has not been completed. [PENDING — human input] Expectedness: Reported as expected for the anti-PD-1 class per the pembrolizumab label. Expedited reporting: Expedited due date on record is 2026-09-04. This deadline appears to be OVERDUE based on the data provided. Although the event is described as label-listed, confirmation is required from the physician as to whether expedited reporting still applies. [PENDING — human input] Death within 30 days: No. Additional source description on file: Grade 3 Diarrhoea — outcome: RECOVERED/RESOLVED; onset 2023-02-13 ( Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78. [narrative drafted by claude-sonnet-5; verify against source fields]

Escalated by safety_agent claude-sonnet-5 · 20 d ago · took 21.6 s

critical adverse_event · assess_serious_event

OVERDUE SAE — Subject SITE013-0278 (64-year-old F) experienced Grade 3 Asthenia (General disorders and administration site conditions), serious (hospitalization). Onset 2026-08-30; ongoing. Outcome: NOT RECOVERED/NOT RESOLVED. Action taken with study treatment: DOSE REDUCED. Investigator causality NOT RELATED (not suspected). Expectedness: expected for anti-PD-1 class per pembrolizumab label. Existing expedited deadline 2026-09-14 kept although the term is label-listed — physician to confirm whether expedited reporting still applies — OVERDUE. Arm withheld: study is blinded. Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78.

critical adverse_event · assess_serious_event

OVERDUE SAE — Subject SITE015-0227 (61-year-old M) experienced Grade 3 Neutropenia (Blood and lymphatic system disorders), serious (hospitalization). Onset 2026-09-01; ongoing. Outcome: NOT RECOVERED/NOT RESOLVED. Action taken with study treatment: DRUG WITHDRAWN. Investigator causality NOT RELATED (not suspected). Expectedness: expected for anti-PD-1 class per pembrolizumab label. Existing expedited deadline 2026-09-16 kept although the term is label-listed — physician to confirm whether expedited reporting still applies — OVERDUE. Arm withheld: study is blinded. Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78.

critical adverse_event · assess_serious_event

OVERDUE SAE — Subject SITE007-0138 (59-year-old F) experienced Grade 4 Fatigue (General disorders and administration site conditions), serious (life-threatening). Onset 2026-09-02, resolved 2026-09-13 (11 days). Outcome: RECOVERED/RESOLVED. Action taken with study treatment: DOSE REDUCED. Investigator causality RELATED (suspected). Expectedness: expected for anti-PD-1 class per pembrolizumab label. Existing expedited deadline 2026-09-17 kept although the term is label-listed — physician to confirm whether expedited reporting still applies — OVERDUE. Arm withheld: study is blinded. Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78.

critical adverse_event · assess_serious_event

SAE — SAE Narrative Subject SITE012-0203 (60-year-old male) experienced a serious adverse event of Diarrhoea (Grade 3, System Organ Class: Gastrointestinal disorders). The event met serious Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78. [narrative drafted by claude-sonnet-5; verify against source fields]

critical adverse_event · assess_serious_event

SAE — Subject SITE005-0273 (79-year-old F) experienced Grade 3 Thrombocytopenia (Blood and lymphatic system disorders), serious (hospitalization). Onset 2026-09-05; ongoing. Outcome: NOT RECOVERED/NOT RESOLVED. Action taken with study treatment: DOSE REDUCED. Investigator causality not assessed — investigator assessment required. Expectedness: expected for anti-PD-1 class per pembrolizumab label. Existing expedited deadline 2026-09-20 kept although the term is label-listed — physician to confirm whether expedited reporting still applies. Arm withheld: study is blinded. Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78.

critical adverse_event · assess_serious_event

SAE — Subject SITE006-0258 (61-year-old M) experienced Grade 3 Nausea (Gastrointestinal disorders), serious (hospitalization). Onset 2026-09-05, resolved 2026-09-10 (5 days). Outcome: RECOVERED/RESOLVED. Action taken with study treatment: DOSE REDUCED. Investigator causality NOT RELATED (not suspected). Expectedness: expected for anti-PD-1 class per pembrolizumab label. Existing expedited deadline 2026-09-20 kept although the term is label-listed — physician to confirm whether expedited reporting still applies. Arm withheld: study is blinded. Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78.

critical adverse_event · assess_serious_event

SAE — SAE Narrative Subject SITE007-0231 (46-year-old male) experienced a Grade 3 serious adverse event of Adrenal insufficiency (System Organ Class: Endocrine disorders). The event met seriousness criteria due to hosp Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78. [narrative drafted by claude-sonnet-5; verify against source fields]

critical adverse_event · assess_serious_event

SAE — SAE Narrative Subject SITE015-0186 (50-year-old male) experienced a serious adverse event of Constipation (Gastrointestinal disorders), Grade 4, assessed as serious due to life-threatening criteria. Onset: 2026-09-10. Outcome at time of reporting: NOT RECOVERED/NOT RESOLVED. Note: The source description associated with this event records onset as 2023-03-06 (study day 134) and outcome as RECOVERED/RESOLVED, which conflicts with the onset and outcome fields above. This discrepancy has not been resolved in the Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78. [narrative drafted by claude-sonnet-5; verify against source fields]

critical adverse_event · assess_serious_event

SAE — Subject SITE001-0119 (62-year-old M) experienced Grade 4 Neutropenia (Blood and lymphatic system disorders), serious (life-threatening). Onset 2026-09-13; ongoing. Outcome: NOT RECOVERED/NOT RESOLVED. Action taken with study treatment: DOSE NOT CHANGED. Investigator causality NOT RELATED (not suspected). Expectedness: expected for anti-PD-1 class per pembrolizumab label. Existing expedited deadline 2026-09-28 kept although the term is label-listed — physician to confirm whether expedited reporting still applies. Arm withheld: study is blinded. Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78.

critical adverse_event · assess_serious_event

SAE — SAE Narrative Subject SITE011-0239 (49-year-old female) experienced a serious adverse event of Anaemia (System Organ Class: Blood and lymphatic system disorders), Grade 3, meeting seriousness criteria of hospitalization. Per the structured event data, onset occurred on 2026-09-13 and the event is ongoing, with an outcome of NOT RECOVERED/N Aggregate review over 1043 events: FAERS class disproportionality flags (screening only): Neutropenia PRR 2.64; Anaemia PRR 2.56; Thrombocytopenia PRR 3.02; Peripheral neuropathy PRR 3.01; Decreased appetite PRR 2.78. [narrative drafted by claude-sonnet-5; verify against source fields]

medium study · proactive_retention_outreach

27 patient(s) at elevated dropout risk on "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer": SITE013-0226 @ SITE013 (USA) p=0.472 (1 grade ≥3 AE(s), 1 serious AE(s) in last 60 d, treatment stopped 40 d ago); SITE013-0257 @ SITE013 (USA) p=0.472 (1 grade ≥3 AE(s), 1 serious AE(s) in last 60 d, treatment stopped 46 d ago); SITE006-0064 @ SITE006 (GBR) p=0.428 (2 grade ≥3 AE(s), treatment stopped 106 d ago, site withdrawal rate 10.5%); SITE002-0062 @ SITE002 (USA) p=0.401 (1 planned visit(s) missed, 1 grade ≥3 AE(s), treatment stopped 230 d ago); SITE005-0047 @ SITE005 (FRA) p=0.4 (2 grade ≥3 AE(s), treatment stopped 145 d ago, site withdrawal rate 4.8%); SITE005-0139 @ SITE005 (FRA) p=0.4 (2 grade ≥3 AE(s), treatment stopped 59 d ago, site withdrawal rate 4.8%); SITE006-0211 @ SITE006 (GBR) p=0.38 (3 grade ≥3 AE(s), 1 serious AE(s) in last 60 d, site withdrawal rate 10.5%); SITE001-0092 @ SITE001 (USA) p=0.378 (2 grade ≥3 AE(s), treatment stopped 152 d ago); SITE003-0051 @ SITE003 (CAN) p=0.378 (2 grade ≥3 AE(s), treatment stopped 245 d ago); SITE007-0085 @ SITE007 (JPN) p=0.378 (3 grade ≥3 AE(s), treatment stopped 188 d ago); SITE008-0067 @ SITE008 (KOR) p=0.378 (2 grade ≥3 AE(s), treatment stopped 163 d ago); SITE015-0117 @ SITE015 (POL) p=0.378 (2 grade ≥3 AE(s), treatment stopped 149 d ago); SITE005-0273 @ SITE005 (FRA) p=0.353 (4 grade ≥3 AE(s), 1 serious AE(s) in last 60 d, site withdrawal rate 4.8%); SITE011-0239 @ SITE011 (ITA) p=0.351 (2 grade ≥3 AE(s), 2 serious AE(s) in last 60 d, site withdrawal rate 4.2%); SITE013-0173 @ SITE013 (USA) p=0.351 (3 grade ≥3 AE(s), 1 serious AE(s) in last 60 d, site withdrawal rate 4.3%) … +12 more in the run evidence. Approve proactive site outreach before disengagement — no participant is contacted without this approval.

Escalated by retention_agent claude-sonnet-5 · 20 d ago · took 4.3 s

medium study · assess_termination_risk

1 early-termination risk flag(s) on "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer": Serious-AE density 30.9% (98 serious AEs / 317 enrolled; threshold 30.0%, escalation-pressure proxy). Accrued 317 of 450 — pace ratio 102.5% of the pro-rata plan (~309 expected by month 14), trailing 3-month pace 22.72/month; projected last patient in 2027-03-16, 0.1 months ahead of plan (trailing 3-month pace). Implied early-termination probability 16.7% (base rate 23.5% from ClinicalTrials.gov Non-Small Cell Lung Cancer phase 3 (118/501 closed trials terminated; snapshot 2026-09-19T08:06:16Z); footprint 13 countries OR 0.65; Zhang & DuBois 2023, Cancer Med 12:5517–5525). ClinicalTrials.gov comparator Non-Small Cell Lung Cancer phase 3: 118 of 1025 registered trials terminated (11.5%; 23.5% of closed trials), 32 for accrual (27.1% of terminations); median enrollment 153.5 terminated vs 438 completed; e.g. NCT00003803, NCT00032084, NCT00091156. Termination is a human decision — only efficacy, safety, or feasibility justify it (Lièvre et al. 2001, BMJ 322:603–605).

Escalated by termination_watch_agent claude-sonnet-5 · 20 d ago · took 4.0 s

medium study · validate_tlf_outputs

7 auto-generated TLF outputs (ICH E3 Section 14, batch 476ab4f205a31270) for "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer" await double-programming-equivalent validation.

Escalated by biostats_agent claude-sonnet-5 · 20 d ago · took 4.3 s

high document · approve_csr_draft

Interim Safety and Status Report (draft) for "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer" needs medical writing review and sign-off.

Escalated by medical_writing_agent claude-sonnet-5 · 20 d ago · took 12.9 s

medium study · review_tmf_gaps

TMF for "A Phase III, Randomized, Double-Blind Study of Torivumab Plus Chemotherapy Versus Placebo Plus Chemotherapy in Previously Untreated Advanced Non-Small Cell Lung Cancer" is 65% complete against the DIA TMF Reference Model v3.2.1 (conduct stage); 8 auditable artifact(s) missing or incomplete — top gaps: 07.02.01 Expedited Safety Report, 02.01.02 Protocol, 03.01.01 Regulatory Submission. Confirm the filed TMF findings and assign owners.

Escalated by tmf_agent claude-sonnet-5 · 20 d ago · took 4.6 s

Agent reasoning trail 26 runs

Explainable, traceable, inspection-ready — every automated action records why it did what it did and the evidence it used (FDA/EMA January 2026 AI guiding principles).

WhenAgentOutcomeModel · durationReasoning
tmf_agent H1 completed Claude · claude-sonnet-5 4.9 s This TMF self-audit against the DIA TMF Reference Model v3.2.1 (conduct stage) shows completeness of 0.66 against a threshold of 0.8, with 8 of 16 auditable artifacts present and 5 partial. The three top missing items ar…
medical_writing_agent H1 completed Claude · claude-sonnet-5 3.5 s This is an interim, blinded draft (document status "pending_review," report_kind "interim"), following ICH E3 (CPMP/ICH/137/95) structure. Of 317 randomized subjects (target enrollment 450), 43 completed, 5 discontinued,…
biostats_agent H1 escalated Review task #2a3c5b8f Claude · claude-sonnet-5 3.4 s This TLF batch (hash 476ab4f205a31270, 7 tables) is unchanged since the last run and is awaiting double-programming validation, per the deterministic summary. The study is blinded and active, with 317 randomised subjects…
supply_agent partner completed Claude · claude-sonnet-5 3.5 s The forecast projects 1,675 blinded kits (PLACEBO/TORIVUMAB) needed over the 6-month horizon, including a 15.0% kit buffer, versus 1,769 kits previously — a -5.3% change in demand, consistent with the escalation record. …
termination_watch_agent H2 completed Claude · claude-sonnet-5 3.8 s Accrual is on track: 317 of 450 enrolled, pace ratio 102.5% of the pro-rata plan, trailing 3-month pace 22.72/month, projected last-patient-in 2027-03-16 (0.1 months ahead of plan). This is not near the accrual pace thre…
retention_agent H2 completed Claude · claude-sonnet-5 4.6 s This run scored 269 active patients with a heuristic logistic model (coefficients are priors, not fitted to this study). Since fewer than 5 patients reached p≥0.5, the selection rule fell back to the top decile, flagging…
safety_agent H2 completed Claude · claude-sonnet-5 5.7 s This is a pooled safety review across 307 treated patients with 1043 events (98 serious, 0 deaths), since the study is blinded and per-arm rates are not computed. The most frequent term is Nausea, 109 patients (35.5% inc…
cdm_agent H1 completed Claude · claude-sonnet-5 4.6 s A CDM sweep of this Phase III NSCLC trial (317 subjects) ran 18 edit checks, with 3 firing: AE-001 "AE onset before first dose" (4 hits, P2), AE-005 "Serious AE without seriousness criteria" (1 hit, P2), and AE-007 "Dupl…
monitoring_agent H2 completed Claude · claude-sonnet-5 4.1 s Across 15 sites (317 patients), centralized statistical monitoring flagged 2 outliers per the single-KRI rule (|z| ≥ 2.5, threshold 2.5). SITE006 (GBR): withdrawal rate 11% vs study mean 2%, z=3.01, exceeding threshold …
recruitment_agent H2 completed Claude · claude-sonnet-5 3.9 s Overall enrollment is on pace: pace ratio 1.00 (317/450 accrued vs ~317.1 expected), with projected last-patient-in 2027-04-13 at the trailing 3-month rate of 20.6 consents/month, against a plan of 23.68/month. All 15/15…
site_activation_agent H2 completed Claude · claude-sonnet-5 4.2 s All 15 sites are activated with contracts executed and readiness scored 1.0 each, with feasibility and regulatory submission both on file. Every site shows contract_days of 55, which is below both the contract negotiatio…
protocol_agent H1 completed Claude · claude-sonnet-5 4.1 s The SPIRIT checklist lint of protocol v0.1-auto (pending_review) checked 61 items and found 42 gaps: 2 critical, 18 major, 22 minor, giving an amendment risk of 1.0 under the stated formula min(1, 0.04×minor + 0.08×major…
feasibility_agent H1 completed Claude · claude-sonnet-5 3.6 s This trial scores 0.52 — feasible with mitigation. Demand is 1.5789 patients per site-month against a capacity of 1.7043 (observed accrual, replacing the assumed rate per Dombernowsky 2019), giving a burden of 0.9264, cl…
tmf_agent H1 escalated Review task #08104d4c Claude · claude-sonnet-5 4.6 s This TMF self-audit against the DIA TMF Reference Model v3.2.1 (conduct stage) reports completeness of 0.65 against a threshold of 0.8, with 8 of 16 auditable artifacts fully present and 5 partial, triggering escalation …
medical_writing_agent H1 escalated Review task #3fc277b5 Claude · claude-sonnet-5 12.9 s This is a draft interim safety and status report, not a final CSR, following ICH E3 (CPMP/ICH/137/95). Of 317 randomized subjects, 43 completed (13.6%), 5 discontinued, and 269 remain ongoing against a target enrollment …
biostats_agent H1 escalated Review task #2a3c5b8f Claude · claude-sonnet-5 4.3 s This is a blinded interim TLF run for this Phase III NSCLC study, per ICH E3 Section 14 (14.1 disposition/demographics, 14.2 efficacy, 14.3 safety). 7 tables/listings were generated covering disposition (14.1.1, 8 rows),…
supply_agent partner completed Claude · claude-sonnet-5 4.2 s The forecast projects 1769 blinded kits needed over 6 months, including the 15.0% kit buffer, covering 127 patients on treatment at 1.33 administrations/28 days, with 379.77 new-patient-months from 133 projected new pati…
termination_watch_agent H2 escalated Review task #9d1c0817 Claude · claude-sonnet-5 4.0 s Accrual is on track: 317 of 450 enrolled, pace ratio 102.5% of the pro-rata plan, trailing 3-month pace 22.72/month, projected LPI 2027-03-16, only 0.1 months ahead of the planned 2027-03-19 date. Implied early-terminati…
retention_agent H2 escalated Review task #d0fac898 Claude · claude-sonnet-5 4.3 s The retention model scored 269 active patients using a heuristic logistic function (coefficients described as "heuristic priors from the retention literature, not fitted to this study's outcomes"). Since no patient reach…
safety_agent H2 escalated Review task #75744c32 Claude · claude-sonnet-5 21.6 s This run triaged 11 new reports, all serious and all sent to physician review (5 with unassessed causality), with 11 SAE review tasks opened and 0 already pending. Study totals stand at 1043 events across 307 treated pat…
cdm_agent H1 escalated Review task #320a6bd0 Claude · claude-sonnet-5 4.3 s The CDM sweep of this Phase III NSCLC study (317 subjects) ran 18 edit checks; 3 fired: AE-001 (AE onset before first dose) ×4, AE-005 (serious AE without seriousness criteria) ×1, and AE-007 (duplicate AE record, determ…
monitoring_agent H2 escalated Review task #94c4e7b2 Claude · claude-sonnet-5 4.0 s Centralized statistical monitoring flagged 2 of 15 sites out of 317 patients, using 11 KRIs z-scored against the study population, per the TransCelerate RBM KRI set. SITE006 (GBR) triggered the single-KRI rule (|z| ≥ 2.5…
recruitment_agent H2 escalated Review task #d1c930e4 Claude · claude-sonnet-5 4.9 s Enrollment overall looks on track: pace ratio is 1.02 versus the pro-rata plan (317 of 450 accrued vs 309.3 expected to date), with trailing 3-month pace at 22.97/month and a projected last-patient-in date of 2027-03-14.…
site_activation_agent H2 completed Claude · claude-sonnet-5 4.4 s All 15 sites are activation-ready with contracts executed (contract_days 55 each, versus benchmark contract negotiation median 33 d, Q3 77 d) and readiness scored 1.0 for every site. Days to FPI is 21 for all sites, well…
protocol_agent H1 escalated Review task #2366277b Claude · claude-sonnet-5 12.9 s The auto-drafted protocol (v0.1-auto, claude-sonnet-5) used 11 of 11 fact groups but against the SPIRIT checklist, 61 items were checked and 42 gaps found: 2 critical, 18 major, 22 minor. Amendment risk is 1.0 (heuristic…
feasibility_agent H1 completed Claude · claude-sonnet-5 3.9 s This trial is assessed as feasible with mitigation. Demand is 1.5789 patients per site-month against an observed capacity of 1.7043 per site-month, giving a burden of 0.9264 — close to capacity, as noted in the recommend…

Protocol versions 1

Every version stays on file. Read any version in full; edit the newest to save the next draft and re-run the protocol agent's SPIRIT lint on it.

v0.1-auto pending review protocol agent — 2026-09-19

Sites 15

Every site contracted for this study or with a participant on it — with this study's contract stage and enrollment. Open a site for its full monitoring picture.

SiteCountryPrincipal investigatorSite statusContractParticipantsRisk
SITE001 (USA) USA Dr. Reyes activated executed 2025-08-25 21 enrolled · 21 on site KRI 0.174
SITE002 (USA) USA Dr. Nolan activated executed 2025-08-17 22 enrolled · 22 on site KRI 0.283
SITE003 (CAN) CAN Dr. Okafor activated executed 2025-07-30 22 enrolled · 22 on site KRI 0.239
SITE004 (DEU) DEU Dr. Tanaka activated executed 2025-08-12 21 enrolled · 21 on site KRI 0.139
SITE005 (FRA) FRA Dr. Muller activated executed 2025-07-23 21 enrolled · 21 on site KRI 0.328
SITE006 (GBR) GBR Dr. Rossi activated executed 2025-07-23 19 enrolled · 19 on site KRI 0.444
SITE007 (JPN) JPN Dr. Dubois activated executed 2025-07-30 19 enrolled · 19 on site KRI 0.252
SITE008 (KOR) KOR Dr. Kim activated executed 2025-08-17 19 enrolled · 19 on site KRI 0.299
SITE009 (AUS) AUS Dr. Novak activated executed 2025-08-22 20 enrolled · 20 on site KRI 0.387
SITE010 (ESP) ESP Dr. Silva activated executed 2025-09-16 20 enrolled · 20 on site KRI 0.381
SITE011 (ITA) ITA Dr. Jansen activated executed 2025-08-04 24 enrolled · 24 on site KRI 0.306
SITE012 (BRA) BRA Dr. Kowalski activated executed 2025-08-03 26 enrolled · 26 on site KRI 0.384
SITE013 (USA) USA Dr. Clarke activated executed 2025-08-07 23 enrolled · 23 on site KRI 0.467
SITE014 (NLD) NLD Dr. Moreau activated executed 2025-09-09 19 enrolled · 19 on site KRI 0.438
SITE015 (POL) POL Dr. Ito activated executed 2025-07-27 21 enrolled · 21 on site KRI 0.308

Feasibility 1

13 countries (AUS, BRA, CAN, …) score 0.52 15 sites · 450 patients · 19 mo

Feasible with mitigation: demand 1.5789 per site-month against capacity 1.7043 (observed accrual) is burden 0.9264, close to capacity. Mitigation: hold the current footprint and monitor accrual monthly. 133 of 450 remain with 6.0 months left; at the observed pace they take about 5.2 months. ClinicalTrials.gov comparator (non-small cell lung cancer, phase 3, n=1025): 11.5% terminated, 3.1% for accrual, median enrollment 375.

Supply forecasts 2

6-month horizon: 1769 kits (450 predicted patients × 0.955 retention, 15% buffer)
6-month horizon: 1675 kits (439 predicted patients × 0.956 retention, 15% buffer)

Regulatory submissions 1

FDA · IND annual report pending_review

Study documents 10 files

Everything generated or filed for this study. Open a file to preview it as a PDF.