{"id":"W6992981333","doi":"","title":"Musculoskeletal Medicine in Undergraduate Medical Education","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Strengths and weaknesses; Work (physics); Perception; Session (web analytics); Exploratory research; Musculoskeletal disease; Product (mathematics); Situated","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001691958,0.0004074704,0.0007206801,0.0005910753,0.00008132141,0.00001564222,0.0002208352,0.0007001076,0.1312226],"category_scores_gemma":[0.0003222866,0.0003906755,0.0003198289,0.001159629,0.0001347215,0.000148138,0.00004942087,0.000763708,0.00006344216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407095,"about_ca_system_score_gemma":0.001780551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009067126,"about_ca_topic_score_gemma":0.008173307,"domain_scores_codex":[0.9974803,0.0001947417,0.0004556567,0.0007033768,0.0008165513,0.0003493819],"domain_scores_gemma":[0.9987501,0.00007586035,0.0001942848,0.0003574606,0.0002714522,0.0003508492],"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":[0.0003767443,0.0008429388,0.004464556,0.003137692,0.0001713433,0.0003276141,0.0010561,0.000003381286,0.000268504,0.004855721,0.005572763,0.9789227],"study_design_scores_gemma":[0.009764543,0.001172228,0.1279644,0.01166517,0.001129177,0.00007065152,0.05872869,0.0002645468,0.00005311525,0.001686486,0.7861091,0.001391805],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08211345,0.001887294,0.00006383155,0.005257422,0.001184949,0.0006909117,0.000003625587,0.00007510422,0.9087234],"genre_scores_gemma":[0.06173545,0.001025478,0.0003373809,0.0004504194,0.0003259152,0.00000783844,0.002803246,0.00007879159,0.9332355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9775308,"threshold_uncertainty_score":0.9998545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006847249436480107,"score_gpt":0.2610591942900938,"score_spread":0.2542119448536137,"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."}}