{"id":"W1898091649","doi":"10.1002/ccd.23054","title":"Interventional cardiology fellowship training in canada","year":2011,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; University of British Columbia; McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Accreditation; Medicine; Graduate medical education; Attendance; Interventional cardiology; Curriculum; Family medicine; Medical education; Emergency medicine; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001201671,0.000155377,0.0001481106,0.0006810913,0.002058026,0.0008061773,0.0009515311,0.0004532911,0.00794788],"category_scores_gemma":[0.00478658,0.0001628713,0.0001604239,0.00154404,0.0004791864,0.0002909856,0.001029129,0.0007607369,0.0005666181],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0182055,"about_ca_system_score_gemma":0.09163754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9323827,"about_ca_topic_score_gemma":0.9743129,"domain_scores_codex":[0.9984077,0.0001383259,0.00005328111,0.0001255582,0.0005577992,0.0007173621],"domain_scores_gemma":[0.9887729,0.0003622714,0.0007678457,0.00008977312,0.002623392,0.007383891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001513754,0.0003984915,0.7283168,0.000640787,0.0000454622,0.001115006,0.002608526,0.0003953444,0.001048184,0.002694197,0.08343801,0.1791478],"study_design_scores_gemma":[0.0000334124,0.0001078279,0.945644,0.0002999503,0.0000121547,0.000517662,0.001742226,0.0002494554,0.00009292053,0.0001302687,0.05115619,0.00001403699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504304,0.01009263,0.001297943,0.03103613,0.0008374639,0.0005085539,0.005972561,0.0002606094,0.09956367],"genre_scores_gemma":[0.9791342,0.004747062,0.001090125,0.003489809,0.0001450122,0.0001029321,0.001528819,0.00002073899,0.009741427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9817945,"threshold_uncertainty_score":0.136031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07712785573564832,"score_gpt":0.2855755176997597,"score_spread":0.2084476619641114,"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."}}