{"id":"W2996854780","doi":"10.1097/pas.0000000000001417","title":"Reporting Practices and Resource Utilization in the Era of Intraductal Carcinoma of the Prostate","year":2019,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Calgary","funders":"","keywords":"Medicine; Prostatectomy; Contraindication; Genitourinary system; Prostate cancer; Prostate; Urology; Carcinoma; Cancer; Adenocarcinoma; Gynecology; Oncology; Internal medicine; Clinical significance; Pathology; Alternative medicine","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":[0.01443519,0.0001983876,0.0002867458,0.002152164,0.0005352923,0.001423456,0.001000805,0.0007005055,0.0008928665],"category_scores_gemma":[0.04902267,0.0002773966,0.0004103407,0.003921614,0.001069576,0.001661988,0.002627056,0.0008161479,0.0001944598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373464,"about_ca_system_score_gemma":0.001684699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107806,"about_ca_topic_score_gemma":0.007468415,"domain_scores_codex":[0.9838949,0.009200587,0.002761595,0.001121794,0.002148997,0.0008721697],"domain_scores_gemma":[0.9165712,0.02763305,0.04368327,0.002454487,0.006614645,0.003043452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006176284,0.0000237008,0.9797577,0.0001164512,0.00002785237,0.0001552565,0.007273819,0.0000803385,0.0001216741,0.00008122258,0.0007235007,0.01157665],"study_design_scores_gemma":[0.000004937382,0.0001370041,0.9743642,0.0002887171,0.00002369909,0.0007178869,0.02130843,0.0005187727,0.0001694605,0.00007395702,0.002369529,0.0000235358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942462,0.001645321,0.0002300964,0.002089143,0.00002521295,0.00002357419,0.0003653661,0.00001313135,0.001361893],"genre_scores_gemma":[0.9976343,0.001077782,0.0004671148,0.0004525863,0.00002963396,0.00001891068,0.0002283315,0.000004510259,0.00008683546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443519,"threshold_uncertainty_score":0.07634145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576525505235374,"score_gpt":0.3244209976543574,"score_spread":0.2886557426020037,"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."}}