{"id":"W6939701328","doi":"10.6084/m9.figshare.26507197.v1","title":"Additional file 1 of Addressing musculoskeletal curricular inadequacies within undergraduate medical education","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Pan Am Clinic","funders":"","keywords":"Curriculum; MEDLINE; Qualitative research; Higher education","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003840716,0.0001220817,0.0001666051,0.0001415514,0.00005163051,0.00002561691,0.00006807734,0.0001304421,0.9907154],"category_scores_gemma":[0.007556125,0.00009577215,0.0002061085,0.0003340817,0.00003571629,0.000141395,0.00003653162,0.0002212349,0.001307808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000449962,"about_ca_system_score_gemma":0.001244349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005474815,"about_ca_topic_score_gemma":0.000007036341,"domain_scores_codex":[0.9988016,0.00003903939,0.0002622281,0.0002286417,0.0005356562,0.0001327724],"domain_scores_gemma":[0.9989058,0.0005738342,0.00006770434,0.0001415923,0.000172193,0.0001389227],"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":[0.000003704439,0.0001210035,0.000002464842,0.002468139,0.00003157841,0.000008833275,0.00006769277,0.000001654334,0.00001404991,0.0001659216,0.9652861,0.03182887],"study_design_scores_gemma":[0.0001323667,0.0001470782,0.003239638,0.03166302,0.0000277737,0.00004270539,0.0002134149,0.002215296,0.00001710268,0.0006886395,0.9614706,0.0001423675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003427291,0.0008015574,0.000003092819,0.001119267,0.0001031133,0.0002376219,0.9884555,0.00009644147,0.008840675],"genre_scores_gemma":[0.02031162,0.000003509996,0.0007951041,0.0001605036,0.0002294873,0.0006513325,0.9764709,0.00002312581,0.001354367],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9894076,"threshold_uncertainty_score":0.9994698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773508107327354,"score_gpt":0.3138257861322007,"score_spread":0.2960907050589272,"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."}}