{"id":"W4417488211","doi":"10.17615/gzvg-0j97","title":"The Genitourinary Pathology Society and International Society of Urological Pathology Joint Expert Consultation Recommendations on intraductal carcinoma of the prostate","year":2025,"lang":"","type":"article","venue":"UNC Libraries","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Prostate; Prostate cancer; Anatomical pathology; Carcinoma; Genitourinary system; Consensus conference","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04423127,0.0007112199,0.001035753,0.00485351,0.004065224,0.004104032,0.003327037,0.00956316,0.008363131],"category_scores_gemma":[0.07171081,0.0009023895,0.001355532,0.00441003,0.004021638,0.002673756,0.004734603,0.009027516,0.004344306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006402526,"about_ca_system_score_gemma":0.03964955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794867,"about_ca_topic_score_gemma":0.02542038,"domain_scores_codex":[0.9551966,0.02284479,0.006871059,0.001869466,0.01029968,0.00291844],"domain_scores_gemma":[0.8533925,0.03040059,0.008475313,0.004440949,0.09226026,0.01103044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003862758,0.00004009583,0.002179777,0.0008440347,0.00002494255,0.001076461,0.00220725,0.000193111,0.001083208,0.00475032,0.9216464,0.06591571],"study_design_scores_gemma":[0.00003220447,0.00003620991,0.00641273,0.002652393,0.00004096916,0.002733378,0.003038035,0.0003144063,0.0003659657,0.006377548,0.9779094,0.0000866773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005636565,0.01474315,0.01035861,0.8712721,0.02697453,0.0006919743,0.0007468438,0.0001708815,0.06940538],"genre_scores_gemma":[0.146143,0.04765894,0.1148968,0.522803,0.0334296,0.002888174,0.004275176,0.0005043424,0.127401],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04423127,"threshold_uncertainty_score":0.2339202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811249961216422,"score_gpt":0.2735746238206811,"score_spread":0.2454621242085169,"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."}}