{"id":"W2804385302","doi":"10.5489/cuaj.5433","title":"The modern doctor","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":"Medicine; Psychology","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":[0.003338219,0.0004803391,0.000708068,0.001542574,0.006224642,0.006239106,0.001178717,0.005873772,0.1219854],"category_scores_gemma":[0.01942899,0.0004200608,0.0005180637,0.001047058,0.006791527,0.0043745,0.005865975,0.01092448,0.03636542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006105575,"about_ca_system_score_gemma":0.01976182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02101877,"about_ca_topic_score_gemma":0.05786074,"domain_scores_codex":[0.993739,0.001068949,0.0002260229,0.0007608169,0.002784551,0.001420592],"domain_scores_gemma":[0.9848711,0.00139376,0.0005444586,0.0007398196,0.002515703,0.009935282],"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":[0.00000883241,0.00002096314,0.0007198752,0.00006071743,0.000004141776,0.0001155862,0.0006493484,0.000007150875,0.00005263518,0.01347038,0.9641319,0.02075852],"study_design_scores_gemma":[0.000005980847,0.00001077603,0.0007442192,0.0001269347,0.000002680372,0.000203967,0.0009005332,0.000004025039,0.00001066675,0.002188504,0.9957962,0.000005603439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001564888,0.01928093,0.0002789893,0.6853182,0.094073,0.00003254259,0.0001752576,0.00007997194,0.1991963],"genre_scores_gemma":[0.03261906,0.01598528,0.0004313083,0.4120575,0.0422506,0.00004481717,0.0001721695,0.0001097612,0.4963295],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1219854,"threshold_uncertainty_score":0.4080817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130573962116892,"score_gpt":0.3678814490640775,"score_spread":0.3265757094429086,"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."}}