{"id":"W4411846294","doi":"10.1097/pas.0000000000002440","title":"International Society of Urological Pathology Consensus Meeting 2024","year":2025,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"European Association of Urology","keywords":"Terminology; Medicine; Consensus conference; Pathology; MEDLINE; Family medicine; Internal medicine; Political science","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":[0.05935555,0.001585154,0.002090602,0.007781147,0.002790563,0.004555729,0.006200807,0.01243588,0.01720279],"category_scores_gemma":[0.06053609,0.001395919,0.004092125,0.004416293,0.001624828,0.002976534,0.006342857,0.01001156,0.01231681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005674704,"about_ca_system_score_gemma":0.0349629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005868055,"about_ca_topic_score_gemma":0.005859844,"domain_scores_codex":[0.9642056,0.01356316,0.006756821,0.001803125,0.01103265,0.002638777],"domain_scores_gemma":[0.8752319,0.009948556,0.005051207,0.003049864,0.09420049,0.01251804],"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":[0.0001108119,0.0001435427,0.001966028,0.002544594,0.0001096566,0.0005039336,0.0003835558,0.0004140533,0.001056885,0.00286213,0.8881459,0.1017589],"study_design_scores_gemma":[0.00005873553,0.00008723304,0.003625139,0.004298532,0.00006551366,0.0007271234,0.0004477943,0.0003346594,0.0004569223,0.003372599,0.986478,0.00004780861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007391582,0.04218409,0.05003146,0.5855399,0.1931749,0.007584706,0.009299129,0.001036204,0.1037581],"genre_scores_gemma":[0.07904316,0.08258513,0.2802844,0.214909,0.07493788,0.02180872,0.05848335,0.001317118,0.1866313],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05935555,"threshold_uncertainty_score":0.3139058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833247291672887,"score_gpt":0.3155808175949123,"score_spread":0.2972483446781835,"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."}}