{"id":"W1942362905","doi":"10.5489/cuaj.625","title":"Measuring up to high standards","year":2013,"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":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Dilemma; Curriculum; Medicine; Family medicine; Medical education; Urology; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.04497207,0.0007321307,0.0009104641,0.006601541,0.004872559,0.01306408,0.00284099,0.002461439,0.02089557],"category_scores_gemma":[0.1626843,0.0004583136,0.0007536839,0.006571371,0.004412455,0.01341843,0.01228441,0.00575994,0.006971559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006178257,"about_ca_system_score_gemma":0.01148111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005805132,"about_ca_topic_score_gemma":0.007401332,"domain_scores_codex":[0.9246039,0.01865212,0.005375036,0.00598393,0.04134092,0.004043974],"domain_scores_gemma":[0.8230325,0.03524639,0.0171713,0.02047213,0.08464023,0.01943748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004804764,0.000176205,0.08516659,0.0005680652,0.0001102636,0.00007532976,0.007873244,0.0001737849,0.0002715078,0.0543194,0.3277598,0.5234578],"study_design_scores_gemma":[0.00002314666,0.000197175,0.1277086,0.001701654,0.0000829003,0.0003524296,0.01106943,0.0007188521,0.0005318946,0.05345919,0.8039873,0.0001674217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06907918,0.02104174,0.05717408,0.2527007,0.03796673,0.0009107449,0.003555942,0.002393234,0.5551778],"genre_scores_gemma":[0.7166186,0.01773735,0.08774439,0.0619077,0.01772119,0.001833228,0.008351141,0.002018325,0.08606815],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04497207,"threshold_uncertainty_score":0.2378379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05222414960650755,"score_gpt":0.3470899658470113,"score_spread":0.2948658162405037,"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."}}