{"id":"W4406732473","doi":"10.1001/jamanetworkopen.2024.55630","title":"Reanalysis of Urothelial Cancer Chemoimmunotherapy Trials With Differential Censoring","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University","funders":"","keywords":"Censoring (clinical trials); Medicine; Oncology; Clinical trial; Survival analysis; Randomized controlled trial; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1756781,0.001608887,0.003893204,0.006372393,0.0006198289,0.003029591,0.00286736,0.001453714,0.01163189],"category_scores_gemma":[0.3468699,0.000653217,0.01682764,0.005089588,0.001357162,0.001959105,0.00198347,0.002377367,0.001101999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568087,"about_ca_system_score_gemma":0.002553674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689275,"about_ca_topic_score_gemma":0.001793435,"domain_scores_codex":[0.7013974,0.2231687,0.02440736,0.01844775,0.02947041,0.003108412],"domain_scores_gemma":[0.637776,0.2620852,0.03459856,0.05072757,0.01341208,0.001400527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.07860687,0.0009350407,0.2603518,0.02490724,0.2463252,0.001361211,0.001631561,0.02413762,0.008293526,0.01582,0.0423932,0.2952368],"study_design_scores_gemma":[0.01640164,0.02082468,0.4989766,0.005205233,0.1221768,0.002013505,0.00101918,0.1203544,0.01525008,0.03004599,0.1671057,0.0006261527],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4765996,0.06070643,0.3113607,0.006784361,0.005287461,0.03868055,0.07485794,0.004862393,0.02086052],"genre_scores_gemma":[0.9156055,0.001252771,0.05104804,0.001569603,0.0004127251,0.01337059,0.01332676,0.0003308778,0.003083281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756781,"threshold_uncertainty_score":0.9290856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437244663979684,"score_gpt":0.3728722819615612,"score_spread":0.3284998353217644,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}