{"id":"W4200332445","doi":"10.3390/cancers13246243","title":"Identification of Morphologic Criteria Associated with Biochemical Recurrence in Intraductal Carcinoma of the Prostate","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Institut Du Cancer de Montréal; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Biochemical recurrence; Medicine; Prostatectomy; Urology; Prostate cancer; Hazard ratio; breakpoint cluster region; Carcinoma; Confidence interval; Prostate; Internal medicine; Cohort; Oncology; Pathology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009228521,0.0003474082,0.0003714148,0.0009733508,0.0003341295,0.0007249314,0.0005110693,0.0004213943,0.0007103159],"category_scores_gemma":[0.004260089,0.0002958539,0.0004169645,0.0009240046,0.000364543,0.0003743503,0.0005883412,0.0004762437,0.0001650752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177953,"about_ca_system_score_gemma":0.0002447228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201758,"about_ca_topic_score_gemma":0.002879758,"domain_scores_codex":[0.9995018,0.0001832441,0.00005183754,0.00009708977,0.0001008792,0.0000650617],"domain_scores_gemma":[0.9970119,0.0005646894,0.001644572,0.0002202098,0.0003069302,0.0002517937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240026,0.0000108745,0.9980898,0.000007564953,0.00001824607,0.0001355323,0.00002672503,0.0000233071,0.000408054,0.000003846351,0.00002281189,0.001129155],"study_design_scores_gemma":[0.000005441048,0.0001025587,0.9981319,0.000004880158,0.00002971328,0.001161493,0.00008326225,0.0002004877,0.0001841895,0.00001193652,0.00008014916,0.000003921321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993886,0.0003664667,0.00008271783,0.0000108884,0.00000270291,0.000004481883,0.0000392962,0.000003736046,0.0001011419],"genre_scores_gemma":[0.9997502,0.00006843218,0.00005604784,0.000004925745,0.000005469968,0.000002422192,0.00007373395,0.000001396456,0.00003733296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002201758,"threshold_uncertainty_score":0.004880607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918644586999468,"score_gpt":0.2769670000980472,"score_spread":0.2577805542280525,"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."}}