{"id":"W2151003649","doi":"10.2106/jbjs.f.01487","title":"Orthopaedic Surgeons as Educators","year":2007,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical education; Medicine; Psychology; Medical physics","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":[0.003756871,0.0005082117,0.0003720406,0.001283914,0.002359197,0.003967812,0.0007382804,0.002299429,0.157708],"category_scores_gemma":[0.02015255,0.0003972616,0.0002417748,0.001049504,0.0006172839,0.002586477,0.00398325,0.00297387,0.05598621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314429,"about_ca_system_score_gemma":0.01431727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191689,"about_ca_topic_score_gemma":0.009872846,"domain_scores_codex":[0.996926,0.0005798127,0.0001857109,0.0002496131,0.001388177,0.0006706062],"domain_scores_gemma":[0.9642588,0.002197966,0.001264634,0.0006802402,0.009811534,0.02178677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001457545,0.00004703906,0.001389736,0.0001140931,0.000001588353,0.00009196399,0.0002385672,0.00002664516,0.0001058953,0.003348216,0.8797884,0.1148332],"study_design_scores_gemma":[0.00001087992,0.00002864829,0.001373981,0.0002843395,0.00000262219,0.0002540918,0.0007194682,0.0000195911,0.00006190126,0.001260475,0.9959788,0.00000514493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005119212,0.02838604,0.002096813,0.4405218,0.1057773,0.0003061761,0.0004413392,0.0004586115,0.4168926],"genre_scores_gemma":[0.03766104,0.04116458,0.003919066,0.08692594,0.01812543,0.0002880573,0.0005444731,0.000137874,0.8112336],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.157708,"threshold_uncertainty_score":0.5275859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061213152843288,"score_gpt":0.3021222714619041,"score_spread":0.2815101399334712,"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."}}