{"id":"W2086321319","doi":"10.1097/sla.0b013e318207a789","title":"Mental Practice Enhances Surgical Technical Skills","year":2011,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Quality (philosophy); Randomized controlled trial; Mental health; Medical education; Psychiatry; Surgery","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":[0.0002426283,0.0003203227,0.0001318837,0.000131483,0.00009544604,0.0002751589,0.0001779532,0.00023934,0.005531808],"category_scores_gemma":[0.001699202,0.00009584086,0.0001447079,0.00004552815,0.0002812253,0.0001999692,0.0005917788,0.0003496862,0.000334183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470674,"about_ca_system_score_gemma":0.0001817306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003403168,"about_ca_topic_score_gemma":0.0004446634,"domain_scores_codex":[0.9998006,0.00006250377,0.00001018171,0.00002968834,0.00005407744,0.00004295366],"domain_scores_gemma":[0.9992193,0.0002420119,0.000262934,0.00005409473,0.00005327878,0.0001683925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01688109,0.02508947,0.1228992,0.001703492,0.0003659862,0.0004314292,0.001761739,0.001417293,0.418732,0.0005550846,0.001086444,0.4090768],"study_design_scores_gemma":[0.0007380226,0.07974085,0.8733395,0.0002483623,0.0002387421,0.0008893443,0.000533266,0.001998635,0.03852456,0.0004434248,0.003275516,0.00002983632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983181,0.0001685819,0.0002224469,0.00004890431,0.000004796946,0.00002091654,0.00001393276,0.00001137553,0.001191091],"genre_scores_gemma":[0.9979389,0.0002670673,0.0008960441,0.00004723451,0.00001018796,0.00002946123,0.00003690483,0.000003017802,0.0007710995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005531808,"threshold_uncertainty_score":0.01850575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2897003589880692,"score_gpt":0.416250520435943,"score_spread":0.1265501614478738,"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."}}