{"id":"W4394803087","doi":"10.1097/01.ju.0001008860.46052.c4.06","title":"MP24-06 DEVELOPMENT AND ACCEPTABILITY OF A NOVEL GIST-BASED DECISION AID FOR PROSTATE CANCER SCREENING","year":2024,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Guideline; Prostate cancer screening; Gynecology; Cancer screening; Medicine; GiST; Cancer; Family medicine; Prostate-specific antigen; Internal medicine; Pathology","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":[0.01955539,0.0006343516,0.0006568155,0.0007980266,0.0005748936,0.0033252,0.001396395,0.001214333,0.07431732],"category_scores_gemma":[0.05443347,0.0003561801,0.001449078,0.0003581031,0.0004084997,0.001208539,0.002447438,0.001581427,0.01833045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123508,"about_ca_system_score_gemma":0.003464663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654545,"about_ca_topic_score_gemma":0.003176846,"domain_scores_codex":[0.9894891,0.006316788,0.0005157645,0.0005770545,0.002743284,0.0003579311],"domain_scores_gemma":[0.979073,0.01279621,0.0008860264,0.000840031,0.00424644,0.002158244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006269494,0.00289515,0.0272054,0.0007661973,0.0002309618,0.0003904212,0.001925906,0.003198022,0.003904071,0.002426071,0.1963693,0.754419],"study_design_scores_gemma":[0.00573013,0.015852,0.06461234,0.003112357,0.000739435,0.002363577,0.003254998,0.06712604,0.02930842,0.01111657,0.7961141,0.0006700209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4391498,0.002706041,0.2163242,0.03719639,0.004309814,0.02562488,0.02827896,0.02273382,0.2236761],"genre_scores_gemma":[0.3244188,0.001908828,0.5513146,0.005426698,0.0006920198,0.01708317,0.01635742,0.00197325,0.08082517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07431732,"threshold_uncertainty_score":0.2486162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2065661865072575,"score_gpt":0.4936367366759568,"score_spread":0.2870705501686993,"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."}}