{"id":"W1482814433","doi":"","title":"Teaching cognitive skills improves learning in surgical skills courses: a blinded, prospective, randomized study.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cognitive skill; Cognition; Test (biology); Task (project management); Randomized controlled trial; Educational measurement; Medical education; Curriculum; Psychology; Surgery; Pedagogy","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":[0.01057013,0.00226134,0.003494977,0.0008341312,0.001096262,0.00149257,0.001781145,0.004578254,0.009214819],"category_scores_gemma":[0.01499973,0.001569288,0.001622917,0.0007027796,0.002552301,0.001532997,0.0008973082,0.002470199,0.001509386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085862,"about_ca_system_score_gemma":0.002375598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006000918,"about_ca_topic_score_gemma":0.001078249,"domain_scores_codex":[0.989351,0.006325671,0.001003372,0.001390706,0.001052957,0.0008763257],"domain_scores_gemma":[0.9857172,0.006736824,0.003306337,0.001267188,0.0008066072,0.002165918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9370865,0.04979647,0.001196094,0.0003436316,0.000406401,0.00002656468,0.00006415146,0.00008611258,0.001431301,0.00004025978,0.0001688002,0.009353618],"study_design_scores_gemma":[0.6478359,0.348264,0.002394362,0.000033712,0.0002987577,0.00001649386,0.00002922276,0.0001725479,0.0006147521,0.00007312698,0.0002503898,0.00001673889],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820427,0.001191704,0.001054814,0.0002714684,0.0009015833,0.01343694,0.0004049867,0.00006533746,0.0006304447],"genre_scores_gemma":[0.9616301,0.001171583,0.005556268,0.0009144933,0.001523159,0.02684378,0.000360982,0.00002619465,0.001973405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057013,"threshold_uncertainty_score":0.05590093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584820352183425,"score_gpt":0.3007687246103802,"score_spread":0.2849205210885459,"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."}}