{"id":"W3033453828","doi":"10.5489/cuaj.6424","title":"The current landscape of urological undergraduate education in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University; Centre Hospitalier de l’Université de Montréal; Université de Sherbrooke; Centre hospitalier universitaire de Québec; University of Alberta; University of Saskatchewan","funders":"","keywords":"Curriculum; Medicine; Preparedness; Urology; Medical education; Pediatric urology; Family medicine; Psychology; Pediatrics; Pedagogy; Political science","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":[0.002579025,0.000264668,0.0003509396,0.002430904,0.007421474,0.005706519,0.002572287,0.001279436,0.01006018],"category_scores_gemma":[0.005870763,0.0003432953,0.0004287258,0.005095347,0.002791568,0.000982226,0.003068394,0.001732035,0.0006469961],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1210181,"about_ca_system_score_gemma":0.3894453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897569,"about_ca_topic_score_gemma":0.9948797,"domain_scores_codex":[0.9919819,0.0005082674,0.0001998981,0.0004296936,0.002843421,0.004036883],"domain_scores_gemma":[0.9639438,0.0006719282,0.001090964,0.0001191808,0.008719719,0.02545448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002305116,0.0003721403,0.4555996,0.002516639,0.00008053111,0.001057456,0.009589215,0.0009041719,0.001626116,0.01458701,0.1399969,0.3734397],"study_design_scores_gemma":[0.00004904436,0.0001743205,0.7636263,0.001882563,0.00003862417,0.0005956307,0.02316297,0.0007731712,0.0003527905,0.0009697129,0.2082561,0.0001188723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5096314,0.07526841,0.001211744,0.2918921,0.002235312,0.0003521001,0.006018286,0.0003771189,0.1130136],"genre_scores_gemma":[0.9443515,0.02667216,0.001804178,0.01324242,0.0003191867,0.00007030289,0.001803764,0.00004868513,0.01168797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8789819,"threshold_uncertainty_score":0.8780518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638107298701186,"score_gpt":0.2392898098441369,"score_spread":0.222908736857125,"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."}}