{"id":"W3160025437","doi":"10.1002/pros.24169","title":"Non‐cancer mortality in elderly prostate cancer patients treated with combination of radical prostatectomy and external beam radiation therapy","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Propensity score matching; Urology; Radiation therapy; Internal medicine; Prostate-specific antigen; Stage (stratigraphy); External beam radiotherapy; Proportional hazards model; Cancer; Surgery","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":[0.0001872154,0.000236148,0.0004046523,0.00007836878,0.00007979862,0.00003725935,0.00005654519,0.00005608407,0.00005026952],"category_scores_gemma":[0.00001193927,0.0001446025,0.00004892804,0.0003556126,0.0001929074,0.0001663112,0.00002993892,0.0001851383,0.000001309115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111448,"about_ca_system_score_gemma":0.0003035556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176244,"about_ca_topic_score_gemma":0.000175192,"domain_scores_codex":[0.9984561,0.00007523868,0.0003962156,0.0003873805,0.0003769347,0.0003080961],"domain_scores_gemma":[0.9990507,0.00004446972,0.000242103,0.0002490394,0.0003090705,0.0001045524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001395138,0.0009935253,0.9368762,0.0001443068,0.0001895358,0.00003929243,0.001939875,0.00004026417,0.003182108,0.00002231271,0.00003008717,0.05514739],"study_design_scores_gemma":[0.01236782,0.001402998,0.8501626,0.0004551887,0.0001150556,0.000005770821,0.00005933895,0.0001721067,0.1347813,0.0001746262,0.0001612219,0.0001419379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991603,0.004550704,0.000003518968,0.001166033,0.00006046925,0.002373239,0.000160546,0.00002501528,0.00005754744],"genre_scores_gemma":[0.9819189,0.01630446,0.00003515532,0.0002525809,0.00002406918,0.001120663,0.0001456287,0.00003353181,0.0001650175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315992,"threshold_uncertainty_score":0.589672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275070871328664,"score_gpt":0.2825039062513287,"score_spread":0.269753197538042,"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."}}