{"id":"W2338212667","doi":"10.5489/cuaj.3770","title":"The many hats of a community urologist","year":2016,"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":"Lakeshore General Hospital","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006848394,0.0004835362,0.0006659292,0.001576433,0.01471119,0.008407407,0.001926133,0.009906637,0.04584168],"category_scores_gemma":[0.05191846,0.0006187859,0.001064935,0.001176694,0.01039196,0.008346009,0.006557807,0.01594212,0.006967885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006388436,"about_ca_system_score_gemma":0.01364676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05441792,"about_ca_topic_score_gemma":0.1422596,"domain_scores_codex":[0.9850056,0.005833204,0.000586879,0.001074867,0.004894925,0.002604538],"domain_scores_gemma":[0.9147305,0.008598705,0.0056048,0.002759438,0.01523889,0.05306762],"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":[0.000122569,0.0003516563,0.04819337,0.0002498057,0.0001128986,0.002211085,0.007431536,0.0001176057,0.0003733655,0.009001391,0.865878,0.06595672],"study_design_scores_gemma":[0.000112246,0.000335196,0.07088185,0.003193456,0.0001301271,0.009006037,0.1520287,0.0006142243,0.0003253941,0.02848793,0.7345676,0.0003171312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02762339,0.004513634,0.0008296944,0.8938267,0.0149819,0.00002766179,0.0001832502,0.00008520018,0.05792863],"genre_scores_gemma":[0.3239523,0.00781841,0.002117591,0.6047965,0.01783145,0.00005552231,0.000319275,0.0001790031,0.04292997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05441792,"threshold_uncertainty_score":0.1533557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05781331558940712,"score_gpt":0.3658630435262852,"score_spread":0.3080497279368781,"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."}}