{"id":"W3132005392","doi":"10.1016/j.surg.2021.01.013","title":"Influence of musical background on surgical skills acquisition","year":2021,"lang":"en","type":"article","venue":"Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Musical; Medical education; Visual arts","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":[0.0004325894,0.0003277149,0.0004228607,0.0003330949,0.0004475031,0.0008888575,0.0002697521,0.0004560908,0.01192451],"category_scores_gemma":[0.005234249,0.0001558218,0.0001922909,0.0002099668,0.0003927907,0.0002313774,0.000654546,0.0005610011,0.0009136756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744662,"about_ca_system_score_gemma":0.0006355255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882676,"about_ca_topic_score_gemma":0.003674706,"domain_scores_codex":[0.9995593,0.0001002949,0.00002324602,0.000075324,0.00008301697,0.0001587504],"domain_scores_gemma":[0.995355,0.002047916,0.000357832,0.0001279781,0.0002547479,0.00185651],"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":[0.1291187,0.01257555,0.227229,0.0003741776,0.0005346306,0.00260249,0.002105303,0.002247289,0.4747565,0.0009141314,0.001183045,0.1463593],"study_design_scores_gemma":[0.0003620287,0.01048947,0.9765344,0.00005018136,0.0001548882,0.0003621078,0.0009345503,0.001543355,0.008191156,0.0002904461,0.001056746,0.00003065326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967598,0.0001540881,0.0001304017,0.00006889494,0.00003053022,0.000009408334,0.00004296751,0.000007314162,0.002796644],"genre_scores_gemma":[0.9971086,0.0001275838,0.0001762175,0.00003861837,0.00003504716,0.0000127068,0.00004827011,0.00001319141,0.002439754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01192451,"threshold_uncertainty_score":0.03989142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205849550263141,"score_gpt":0.3104634362276024,"score_spread":0.278404940724971,"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."}}