{"id":"W3176619069","doi":"10.1096/fasebj.26.1_supplement.lb37","title":"Development of Integrated Clinical Skills and Musculoskeletal Modules","year":2012,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Memorization; Presentation (obstetrics); Commit; Test (biology); Rote learning; Relevance (law); Medical education; Psychology; Mathematics education; Computer science; Multimedia; Medicine; Teaching method; Radiology","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":[0.003114236,0.0008497625,0.0005804448,0.001291066,0.0003378101,0.001091634,0.001183863,0.0005123514,0.02000475],"category_scores_gemma":[0.01407239,0.0004191464,0.0006779372,0.0005060847,0.0003258326,0.001029739,0.002328765,0.0009327622,0.00664945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004853216,"about_ca_system_score_gemma":0.001426323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429462,"about_ca_topic_score_gemma":0.0003560149,"domain_scores_codex":[0.9984491,0.0004376365,0.0001497846,0.0002127649,0.0005605464,0.0001901972],"domain_scores_gemma":[0.9912873,0.003547135,0.00107914,0.0008043912,0.001539318,0.001742805],"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":[0.0007212309,0.01007307,0.02379195,0.0008779041,0.00003797549,0.0006260747,0.004004605,0.004269882,0.02623128,0.001344645,0.02412761,0.9038938],"study_design_scores_gemma":[0.001492376,0.03498148,0.5198635,0.001355646,0.0002402731,0.007855066,0.005800431,0.03827498,0.1155067,0.01056525,0.2635439,0.000520358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8720265,0.0002121545,0.07613947,0.0008963258,0.0002775423,0.00658289,0.001280476,0.006443968,0.03614071],"genre_scores_gemma":[0.6481823,0.0005677316,0.3022654,0.0005050135,0.0001767479,0.007433444,0.002325106,0.0005879337,0.03795638],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02000475,"threshold_uncertainty_score":0.06692255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896514134197899,"score_gpt":0.3248990017755086,"score_spread":0.3059338604335296,"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."}}