{"id":"W2815703069","doi":"10.5489/cuaj.5536","title":"What is urology?","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Urology; 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":[0.005537354,0.0004249191,0.0009228415,0.004003024,0.007049839,0.007880169,0.001401548,0.005661231,0.03225346],"category_scores_gemma":[0.02325559,0.0004196321,0.0007229649,0.003756226,0.009888399,0.007513571,0.002911864,0.008721442,0.005115265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115602,"about_ca_system_score_gemma":0.04511322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1315385,"about_ca_topic_score_gemma":0.292528,"domain_scores_codex":[0.9948859,0.0009424065,0.0003152899,0.0003913157,0.002283885,0.001181352],"domain_scores_gemma":[0.9710901,0.003412812,0.001078066,0.0006505655,0.008259394,0.0155091],"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":[0.00002017958,0.00008507412,0.006348668,0.0004615203,0.00002623794,0.0002238369,0.0006432798,0.00003925043,0.00005011997,0.01838709,0.825518,0.1481967],"study_design_scores_gemma":[0.00001337864,0.00002609875,0.01115315,0.00311568,0.00002735149,0.001021794,0.003752172,0.00002798623,0.00003959528,0.01648717,0.9642843,0.00005128488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001532319,0.08102881,0.0001368367,0.8451244,0.03133874,0.00001099425,0.0001747323,0.00003953379,0.04061373],"genre_scores_gemma":[0.0940754,0.2839993,0.001025313,0.4629598,0.1002785,0.00006388265,0.0006191973,0.0001174516,0.0568612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1315385,"threshold_uncertainty_score":0.2615456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161171566536217,"score_gpt":0.3717208893954034,"score_spread":0.3301091737300412,"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."}}