{"id":"W1917597058","doi":"10.2106/jbjs.n.00354","title":"Musculoskeletal Education in Medical School","year":2014,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Multidisciplinary approach; Medical education; Objective structured clinical examination; Physical examination; Curriculum; Medical school; Medicine; Psychology; Pedagogy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003023392,0.0002357709,0.003307727,0.001305902,0.00002460044,0.00001692587,0.00002118931,0.0003789852,0.0003748437],"category_scores_gemma":[0.004420985,0.0001529516,0.001589361,0.0002538844,0.00007698509,0.0001040449,0.00002514475,0.000817409,0.00001912862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000907654,"about_ca_system_score_gemma":0.004230839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000174062,"about_ca_topic_score_gemma":0.000005235025,"domain_scores_codex":[0.9965441,0.0002663599,0.002261031,0.0001782782,0.0005700516,0.0001801291],"domain_scores_gemma":[0.997537,0.0005031176,0.00112646,0.0001621814,0.00015882,0.0005124021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001316531,0.0002579294,0.000422616,0.03835009,0.00006326134,0.0000544235,0.00001050914,2.386113e-8,5.260453e-7,0.00002378137,0.00853304,0.9522706],"study_design_scores_gemma":[0.0003203916,0.0001750905,0.008343473,0.06885677,0.0004555031,0.001472126,0.00004970493,0.000002429487,4.245101e-8,0.0001219769,0.9200255,0.0001770251],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006060113,0.9915773,0.00002156638,0.0008666321,0.000681288,0.0002634067,8.019366e-7,0.000005115224,0.0005237973],"genre_scores_gemma":[0.0004292314,0.9980929,0.0001291222,0.0002202776,0.0008419344,0.00000957169,0.00002275758,0.00002874325,0.0002254115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9520936,"threshold_uncertainty_score":0.7505327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108444556046664,"score_gpt":0.3519489526843435,"score_spread":0.3308645071238768,"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."}}