{"id":"W2887920660","doi":"","title":"Canadian Orthopaedic Residents Perception of Their Needs in Elbow Surgery Teaching.","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Elbow; Orthopedic surgery; Perception; Psychology; Medicine; Physical therapy; Knee surgery; Medical education; General surgery; Surgery; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466674,0.000184036,0.0002058087,0.0007281406,0.003788856,0.001282175,0.0008170573,0.0008843497,0.008580843],"category_scores_gemma":[0.008970012,0.0002350446,0.0002320773,0.0009806966,0.00121903,0.0004972715,0.001372657,0.001056588,0.0004440476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01345429,"about_ca_system_score_gemma":0.02684813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8721278,"about_ca_topic_score_gemma":0.9556105,"domain_scores_codex":[0.9971682,0.0003083744,0.00009397887,0.00009042128,0.001321456,0.001017387],"domain_scores_gemma":[0.9915891,0.0006135582,0.0008599547,0.00004158491,0.002317498,0.004578389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006125137,0.0005821653,0.718917,0.0005365273,0.00005398419,0.001278149,0.1455201,0.0003022432,0.001868512,0.00119489,0.05578924,0.0733447],"study_design_scores_gemma":[0.00002934175,0.0002078588,0.7859318,0.0003474169,0.0000178903,0.0004607206,0.1921986,0.0002162387,0.0001649253,0.0001422871,0.02022009,0.0000628397],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732286,0.0008314883,0.00006544898,0.006984444,0.000176965,0.00005395889,0.000353843,0.00001049284,0.01829479],"genre_scores_gemma":[0.9960581,0.0005120814,0.0001155575,0.0008062727,0.00002201497,0.00001281004,0.00009250255,0.000003492028,0.002377331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8721278,"threshold_uncertainty_score":0.2572505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465151086722449,"score_gpt":0.3786424874881641,"score_spread":0.3239909766209396,"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."}}