Efficacy and Pharmacogenomics of Cladribine Based Salvage Chemotherapy in Patients With Relapse/Refractory and Secondary Acute Myeloid Leukemia (AML) and High Risk Myelodysplastic Syndrome (MDS)

Model scores of the 29,894 trials active now.

Model score 25% for any early termination, 10% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 26% of the time (3,728 trials).

Finished trial that started in 2015 or later: the model never saw it during training.

Cumulative chance of ending terminated (red) or completed (green) by each year from its start; it actually ended on 2025-03-14. 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: to determinechemotherapyfailureeffectiveventricular
  Phrases that lowered it: malesubjectsefficacy andclinicalaminotransferase
• Sponsor's past termination rate: 19.5% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 2 (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Drug's FAERS reports with a death: 27.8% (raises risk) · Drug's FDA history
• Has a data monitoring committee: Yes (raises risk) · Design
• Design: single group (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 33 (lowers risk) · Sponsor's track record
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Drug's FAERS reports marked serious: 93.2% (raises risk) · Drug's FDA history
• Blinding: none (raises risk) · Design
• Drugs with FDA adverse-event history: 4 (lowers risk) · Drug's FDA history
• Drug's FAERS reports in the prior 12 months: 5689 (raises risk) · Drug's FDA history
• Keywords listed: 9 (lowers risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Collaborators: 0 (raises 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 Efficacy and Safety Study of Decitabine (DACOGEN) Plus Talacotuzumab (JNJ-56022473; Anti CD123) Versus Decitabine (DACOGEN) Alone in Participants With Acute Myeloid Leukemia (AML) Ineligible for Intensive Chemotherapy NCT02472145 · started 2015 · scored riskier than 64% of active trials completed
• Phase II Study of the Combination of Mitoxantrone, Etoposide and Gemtuzumab Ozogamicin (MEGO) for Patients With Acute Myeloid Leukemia Refractory to Initial Standard Induction Therapy NCT03839446 · started 2019 · scored riskier than 79% of active trials completed
• Fludarabine in Combination With Daunorubicin and Cytarabine Liposome in Newly-diagnosed Acute Myeloid Leukemia. NCT04425655 · started 2020 · scored riskier than 98% of active trials terminated
• Bridging Study to Eliminate Presence of MRD for Acute Leukemia Before HCT NCT02349178 · started 2014 · scored riskier than 99% of active trials terminated
• Decitabine, Cytarabine, GCSF for Refractory AML/MDS NCT00740181 · started 2008 · scored riskier than 81% of active trials terminated

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.