{"id":"W4403779092","doi":"10.1002/pros.24816","title":"Life Expectancy in High‐Grade Incidental Prostate Cancer Patients Versus Population‐Based Controls According to Treatment Type","year":2024,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Confidence interval; Relative survival; Proportional hazards model; Hazard ratio; Prostate cancer; Population; Internal medicine; Epidemiology; Life expectancy; Oncology; Cancer; Cancer registry","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":[0.001002809,0.0001937253,0.0002838926,0.0005419184,0.0001817161,0.0005404975,0.0003338413,0.0003801093,0.001271813],"category_scores_gemma":[0.004084107,0.0001253232,0.0006210018,0.0004541228,0.0002559876,0.0003814579,0.0003311965,0.0002845209,0.0001195794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004212142,"about_ca_system_score_gemma":0.0002133596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003432578,"about_ca_topic_score_gemma":0.002461312,"domain_scores_codex":[0.9994055,0.0002035849,0.00003776786,0.000212966,0.00006525234,0.0000748625],"domain_scores_gemma":[0.9986052,0.0004673692,0.0006139523,0.0001157397,0.00007938607,0.0001184347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008725449,0.0001045589,0.9941176,0.00001973056,0.0002945509,0.00007692999,0.0001008165,0.001326457,0.0002143793,0.0001781359,0.0001530534,0.002541135],"study_design_scores_gemma":[0.00005016305,0.0006561539,0.9932635,0.000009506648,0.0001609339,0.0002582119,0.000152432,0.004706046,0.000146689,0.000292415,0.0002935304,0.00001039397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990942,0.0001241641,0.0002290826,0.00002579768,0.000004900868,0.000008616881,0.0003056787,0.000004213887,0.0002032953],"genre_scores_gemma":[0.9995517,0.00002455894,0.00003084606,0.00001245638,0.000003604036,0.000006324286,0.0003189262,8.037376e-7,0.00005084647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003432578,"threshold_uncertainty_score":0.006825209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775783216792974,"score_gpt":0.3216603337827401,"score_spread":0.2939025016148104,"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."}}