{"id":"W4214531182","doi":"10.1002/pros.24317","title":"Survival after radical prostatectomy versus radiation therapy in clinical node‐positive prostate cancer","year":2022,"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; Prostatectomy; Prostate cancer; Propensity score matching; Proportional hazards model; Hazard ratio; Urology; Confidence interval; Internal medicine; Radiation therapy; Oncology; Cancer","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":[0.001574369,0.0002559498,0.0004578961,0.0004808621,0.000131683,0.000283793,0.000282051,0.0003236632,0.0008866751],"category_scores_gemma":[0.002544819,0.00008212981,0.001010666,0.0002848097,0.0002808671,0.0002548829,0.0003767772,0.0003418506,0.0001056422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084936,"about_ca_system_score_gemma":0.0003291116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143198,"about_ca_topic_score_gemma":0.00190504,"domain_scores_codex":[0.9993997,0.0002784671,0.00003236885,0.0001296851,0.00007880894,0.00008097028],"domain_scores_gemma":[0.998793,0.0004842613,0.0004133295,0.00005939238,0.00004794975,0.0002020916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01902203,0.000446697,0.9148124,0.0003122036,0.00258692,0.0002425899,0.0001751912,0.005644999,0.001472382,0.0002926941,0.001174834,0.0538172],"study_design_scores_gemma":[0.0003356719,0.005537113,0.9888672,0.00003360929,0.0008575296,0.0004176875,0.00007896517,0.002464338,0.0005096429,0.0003306884,0.000549724,0.00001788775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972836,0.001815213,0.0002482594,0.000101032,0.0000281916,0.000009315116,0.0001953454,0.00001007636,0.0003090378],"genre_scores_gemma":[0.9994217,0.0001847094,0.00003957521,0.00003540469,0.00001802741,0.000003950177,0.0002244187,0.000001294877,0.00007091936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001574369,"threshold_uncertainty_score":0.008326173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164386361993635,"score_gpt":0.3451091522503428,"score_spread":0.3134652886304064,"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."}}