{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001026184,0.0002903208,0.0003829711,0.0001868294,0.0001064437,0.0001007521,0.00008481279,0.00004540161,0.00006924287],"category_scores_gemma":[0.00008850379,0.0001830905,0.0000972912,0.0005566085,0.00002688627,0.0001364025,0.00004513231,0.0001325966,0.00009605726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565044,"about_ca_system_score_gemma":0.0003894367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003281159,"about_ca_topic_score_gemma":0.0005728139,"domain_scores_codex":[0.9983624,0.00005887425,0.0003770331,0.0004451555,0.0003129251,0.0004436793],"domain_scores_gemma":[0.9991481,0.00014874,0.00007127163,0.0002877119,0.00007903066,0.0002651246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004887993,0.0008720883,0.9602337,0.0001197867,0.0003745712,0.0001525702,0.003650073,0.0008837852,0.0005080622,0.0001586983,0.0006173301,0.02754135],"study_design_scores_gemma":[0.03093231,0.00842728,0.9388588,0.001735808,0.0007511062,0.000004307851,0.000909273,0.001646391,0.008323969,0.0003324715,0.007356298,0.000721964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852155,0.003174214,0.000002149543,0.007038435,0.001156323,0.002977163,0.0002301222,0.0001248531,0.00008127739],"genre_scores_gemma":[0.9961731,0.0006478846,0.00007759719,0.0006734616,0.0001569601,0.001659067,0.0002786604,0.00005946035,0.0002738467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02681939,"threshold_uncertainty_score":0.7466212,"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."}}