{"id":"W2547274897","doi":"10.1161/circinterventions.112.970772","title":"Mentored Simulation Training Improves Procedural Skills in Cardiac Catheterization","year":2012,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Trent University; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiac catheterization; Baseline (sea); Randomized controlled trial; Virtual reality; Physical therapy; Simulation; Internal medicine; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004715399,0.0003771963,0.0002417879,0.0001456709,0.0001209034,0.0002438598,0.0004167505,0.0002335461,0.002700851],"category_scores_gemma":[0.002612379,0.00009072277,0.0002363009,0.00006468454,0.00015945,0.0001892147,0.000409488,0.0003577979,0.0001850856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850969,"about_ca_system_score_gemma":0.0002831133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004725232,"about_ca_topic_score_gemma":0.0008439219,"domain_scores_codex":[0.9996862,0.0001584761,0.00001734022,0.00003583899,0.00004943314,0.00005255455],"domain_scores_gemma":[0.999268,0.0002488353,0.0001563399,0.00005266625,0.00004173067,0.000232503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03777192,0.0693014,0.0764289,0.001348682,0.0008176322,0.0003036346,0.000962693,0.01419222,0.08647205,0.0002360792,0.002798723,0.709366],"study_design_scores_gemma":[0.004647141,0.3036858,0.6203352,0.0004601714,0.0005830469,0.001126871,0.0004119693,0.02527667,0.03527761,0.0004980607,0.007617455,0.00007999683],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998543,0.0002201543,0.0006844821,0.00005431448,0.00001357843,0.00004584913,0.00002681187,0.00003275131,0.0003791616],"genre_scores_gemma":[0.9973494,0.0002531207,0.001669249,0.0000377727,0.00001794605,0.00005896185,0.0001195651,0.000002688339,0.0004912965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002700851,"threshold_uncertainty_score":0.009035289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06151875385654933,"score_gpt":0.3335299845493967,"score_spread":0.2720112306928474,"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."}}