An Investigational Drug, PF-02341066 Is Being Studied Versus Standard Of Care In Patients With Advanced Non-Small Cell Lung Cancer With A Specific Gene Profile Involving The Anaplastic Lymphoma Kinase (ALK) Gene

Model scores of the 29,894 trials active now.

Model score 21% for any early termination, 2% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 16% of the time (927 trials).

Finished trial that started 2008–2014: scored by a model trained without any trial from its start year, so its own outcome was never used.

Cumulative chance of ending terminated (red) or completed (green) by each year from its start; it actually ended on 2016-01-31. The rest of the way to 100% is still running.

From the competing-risks survival model (termination vs completion, still-running trials censored), fit to trials that started 2008–2014 and recalibrated to termination rates over 2022–2024, since termination has become more common. Checked on past years, it still ran a little low when the rise continued.

• Wording of the registration (title, summary, criteria) (raises risk) · Wording Phrases that raised it: cellcancerchemotherapysmalladvanced
  Phrases that lowered it: openand safetyefficacy andlabelsafety of
• Sponsor's past termination rate: 16.0% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 3 (lowers risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Has a data monitoring committee: Yes (raises risk) · Design
• Design: parallel (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Maximum age: not given (raises risk) · Who can join
• Minimum age: 18 (raises risk) · Who can join
• Sponsor's past trials: 626 (lowers risk) · Sponsor's track record
• Drug's FAERS reports with a death: 21.6% (raises risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 361 (lowers risk) · Sponsor's track record
• Drug's FAERS reports marked serious: 92.7% (raises risk) · Drug's FDA history
• Disease area, respiratory: Yes (raises risk) · Disease area
• Blinding: none (lowers risk) · Design

Every input that moved this score, largest first: SHAP contributions in log-odds, red raising risk and green lowering it. They describe the model, not causes of termination. Phrases are traced from the text features back to this registration's words, approximately.

• An Investigational Drug, PF-02341066, Is Being Studied In Patients With Advanced Non-Small Cell Lung Cancer With A Specific Gene Profile Involving The Anaplastic Lymphoma Kinase (ALK) Gene NCT00932451 · started 2010 · scored riskier than 65% of active trials completed
• Studying An Investigational Drug Crizotinib (PF-02341066) In Non Non-Small Cell Lung Cancer Tumors That Are Positive For Anaplastic Lymphoma Kinase (ALK) NCT01121588 · started 2011 · scored riskier than 67% of active trials terminated
• A Clinical Trial Testing The Efficacy Of Crizotinib Versus Standard Chemotherapy Pemetrexed Plus Cisplatin Or Carboplatin In Patients With ALK Positive Non Squamous Cancer Of The Lung NCT01154140 · started 2011 · scored riskier than 90% of active trials completed
• Crizotinib Plus Pembrolizumab In Alk-Positive Advanced Non Small Cell Lung Cancer Patients NCT02511184 · started 2015 · scored riskier than 89% of active trials terminated
• LDK378 in Crizotinib naïve Adult Patients With ALK-activated Non-small Cell Lung Cancer NCT01685138 · started 2012 · scored riskier than 94% of active trials completed

Closest by meaning of the registration text (PubMedBERT embeddings), among finished trials. How they ended is context, not an input to this trial's score.