{"id":"W4235963726","doi":"10.5489/cuaj.5009","title":"Dr. John Vallely","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.001421593,0.0005847926,0.0005977423,0.001684813,0.003749875,0.003742784,0.0008565623,0.002624589,0.2115144],"category_scores_gemma":[0.013096,0.0003698561,0.0003701439,0.0007044211,0.001136765,0.001804942,0.001759301,0.004891191,0.06179288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003044659,"about_ca_system_score_gemma":0.005785674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02585077,"about_ca_topic_score_gemma":0.04869737,"domain_scores_codex":[0.9987127,0.0001955024,0.00005291108,0.0002909629,0.0005289279,0.0002190503],"domain_scores_gemma":[0.9932458,0.0006224458,0.0002179518,0.0001994031,0.002834325,0.002880026],"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":[0.00002330011,0.00001060783,0.00070042,0.00003886217,0.000003742455,0.0002580919,0.00009210048,0.00001255411,0.00006647313,0.001609143,0.9652289,0.03195595],"study_design_scores_gemma":[0.000004203971,0.000007710991,0.0006322289,0.0001202923,0.000003543916,0.0009933891,0.0002492637,0.00002842785,0.00006783197,0.0005321751,0.9973519,0.000008862507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003099037,0.04905061,0.001425022,0.5453118,0.09788584,0.00008663064,0.0007837716,0.0007420803,0.3016152],"genre_scores_gemma":[0.02360798,0.02838803,0.001270785,0.1022976,0.01509506,0.00006971513,0.0004498849,0.0003488403,0.8284723],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2115144,"threshold_uncertainty_score":0.7075863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137025407616108,"score_gpt":0.2821346668705691,"score_spread":0.250764412794408,"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."}}