{"id":"W7000340372","doi":"","title":"Evaluating Medical Students' Confidence in Musculoskeletal Examination: Implications for Improving Musculoskeletal Medicine Education","year":2024,"lang":"en","type":"article","venue":"ScholarSpace (University of Hawaii at Manoa)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Likert scale; Curriculum; Physical examination; MEDLINE; Scale (ratio); Objective structured clinical examination; Medical record","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002338012,0.0002153204,0.0003984305,0.0005794449,0.0002729666,0.00003150532,0.0003781516,0.0002373064,0.0006070453],"category_scores_gemma":[0.0009280597,0.0002229509,0.0002748588,0.0007203527,0.0003630508,0.0005481926,0.0002029254,0.0003795683,0.00003053078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004054339,"about_ca_system_score_gemma":0.0006055492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003448495,"about_ca_topic_score_gemma":0.0006632068,"domain_scores_codex":[0.997557,0.0001828257,0.0003206068,0.000637623,0.000997841,0.0003040604],"domain_scores_gemma":[0.9983689,0.000406399,0.0001465774,0.0004078437,0.0004371054,0.0002331766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003102031,0.001375938,0.05752763,0.01154699,0.0003003348,0.00003517294,0.006534202,0.00003206922,0.04730752,0.07862183,0.003675694,0.7927324],"study_design_scores_gemma":[0.003601013,0.001579324,0.9674211,0.001703929,0.0004919214,0.00005101288,0.0150267,0.002909005,0.00002554834,0.001673568,0.005130268,0.0003866172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578695,0.001937656,0.005364818,0.03019369,0.0003808766,0.001464315,0.00001283963,0.00009904747,0.002677285],"genre_scores_gemma":[0.992102,0.0001725679,0.003554275,0.00009107302,0.0001397415,0.00002183373,0.0001610916,0.00003016549,0.003727269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9098935,"threshold_uncertainty_score":0.9091673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262219178395179,"score_gpt":0.3784498601775432,"score_spread":0.3558276683935914,"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."}}