{"id":"W2224329384","doi":"10.5489/cuaj.3473","title":"CPD for community urologists","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001260725,0.0002775847,0.0002958409,0.001045957,0.00423164,0.002492958,0.001155008,0.002484396,0.09200975],"category_scores_gemma":[0.01687188,0.0002724423,0.0006737444,0.001104468,0.0006269424,0.001740494,0.003935114,0.003558357,0.003585489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004954665,"about_ca_system_score_gemma":0.02894635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04980202,"about_ca_topic_score_gemma":0.1271756,"domain_scores_codex":[0.9982161,0.0004159533,0.0001109727,0.0001347114,0.0003972032,0.0007249426],"domain_scores_gemma":[0.9655495,0.002325283,0.001886174,0.0003682576,0.003149936,0.02672091],"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":[0.0002540082,0.001672719,0.1059721,0.000852054,0.00005101765,0.001626049,0.0005840788,0.0001596632,0.000240871,0.003744096,0.6103604,0.2744829],"study_design_scores_gemma":[0.0006606214,0.001025122,0.4870489,0.00600315,0.00009454049,0.00583489,0.01135987,0.000978942,0.000241065,0.01054179,0.476091,0.0001201722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1278224,0.01781289,0.001268623,0.6318045,0.01303577,0.0007299361,0.004830421,0.0002815473,0.202414],"genre_scores_gemma":[0.7921213,0.02210813,0.005666485,0.1046782,0.01735438,0.0008356562,0.005508322,0.000137684,0.0515899],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09200975,"threshold_uncertainty_score":0.3078033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0480980696503141,"score_gpt":0.2792439346918136,"score_spread":0.2311458650414995,"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."}}