{"id":"W4252101050","doi":"10.5489/cuaj.4504","title":"Dr. William Winistok","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","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":[0.0009226956,0.0003930051,0.0003665913,0.0009687339,0.002184004,0.002160044,0.0005626627,0.002153759,0.0843033],"category_scores_gemma":[0.007478164,0.0002498468,0.0001946149,0.0003884073,0.00071047,0.00140296,0.001289064,0.004885392,0.03783773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181112,"about_ca_system_score_gemma":0.002046554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055305,"about_ca_topic_score_gemma":0.02221644,"domain_scores_codex":[0.999373,0.00008779447,0.00002396003,0.0001355934,0.0002992444,0.00008043584],"domain_scores_gemma":[0.9975452,0.0002918766,0.00008980461,0.00006527284,0.001024653,0.0009831521],"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":[0.000008406758,0.000003510355,0.0001877367,0.00001710359,0.000001234018,0.0001307747,0.00004981911,0.000008476435,0.00004211497,0.0008261102,0.9800377,0.01868713],"study_design_scores_gemma":[0.000002875712,0.00000499524,0.0003494029,0.00005714602,0.000001736714,0.0008167449,0.000191189,0.00001896411,0.00007233888,0.0004443702,0.9980341,0.000006067261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002040202,0.04652657,0.001839745,0.6993626,0.08799008,0.00005742986,0.0003253473,0.0005908152,0.1612671],"genre_scores_gemma":[0.01914359,0.03861512,0.001608634,0.1820236,0.01987094,0.00006539713,0.0002351078,0.0003558489,0.7380816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0843033,"threshold_uncertainty_score":0.2820227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04111643688856244,"score_gpt":0.2300593758932367,"score_spread":0.1889429390046743,"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."}}