{"id":"W4400525276","doi":"10.3390/medicina60071119","title":"The Association between Patient Characteristics and Biochemical Recurrence after Radical Prostatectomy","year":2024,"lang":"en","type":"article","venue":"Medicina","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biochemical recurrence; Medicine; Prostate cancer; Prostatectomy; Interquartile range; Proportional hazards model; Hazard ratio; Urology; Prostate-specific antigen; Internal medicine; breakpoint cluster region; Prostate; Cancer; Confidence interval","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":[0.0002086748,0.0001037165,0.0001736986,0.00002825677,0.00005857896,0.00004462688,0.00002641773,0.00006414814,0.00002137998],"category_scores_gemma":[0.0001931242,0.000057938,0.00003525908,0.0001032167,0.00009679545,0.00002820309,0.00002940808,0.0002070735,0.00002347292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671159,"about_ca_system_score_gemma":0.00007857212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006639044,"about_ca_topic_score_gemma":4.857526e-7,"domain_scores_codex":[0.9990714,0.00002622392,0.0001982397,0.0002077424,0.000292488,0.000203888],"domain_scores_gemma":[0.9993714,0.0002936329,0.00003891372,0.0001167883,0.0000439564,0.0001352866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433526,0.00007823049,0.5132912,0.0003012679,0.0002679826,0.0002610521,0.001288417,4.984721e-9,0.0001521337,0.0001178279,0.0142107,0.4698878],"study_design_scores_gemma":[0.0008666798,0.0008812097,0.7436525,0.001375956,0.0004612477,0.00003210171,0.00008142787,0.0000615618,0.003908823,0.000313769,0.2482255,0.0001392731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771979,0.01185504,0.00001782011,0.009712735,0.0003986556,0.0004494433,0.00005529352,0.00005011601,0.0002629341],"genre_scores_gemma":[0.9963852,0.002667547,0.00003381202,0.0002718391,0.0003254717,0.0001230507,0.00005463836,0.00001168009,0.0001268077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4697485,"threshold_uncertainty_score":0.2362643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008253130968398529,"score_gpt":0.2597222094498474,"score_spread":0.2514690784814488,"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."}}