{"id":"W4231292590","doi":"10.21203/rs.3.rs-59597/v1","title":"A Mixed Methods Evaluation of a 4-week Geriatrics Curriculum in Strengthening Knowledge and Comfort Among Orthopaedic Surgery Residents","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Saskatchewan; University of Toronto","funders":"University of Toronto","keywords":"Geriatrics; Curriculum; Medicine; Medical education; Gerontology; Physical therapy; Family medicine; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01501969,0.002291184,0.003266484,0.001636077,0.003321798,0.0019145,0.002679872,0.003212096,0.007540555],"category_scores_gemma":[0.01994123,0.00188859,0.002509993,0.001150665,0.00136292,0.0018354,0.001955644,0.002739416,0.001030076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005037867,"about_ca_system_score_gemma":0.009785197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007747248,"about_ca_topic_score_gemma":0.01290657,"domain_scores_codex":[0.988371,0.006115091,0.001354842,0.001533615,0.001666722,0.0009587305],"domain_scores_gemma":[0.9834179,0.008766901,0.001989505,0.001197746,0.002606707,0.002021216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.2385794,0.6088302,0.007118141,0.003699415,0.00148628,0.0001419899,0.006153433,0.001667949,0.003735666,0.0004269952,0.001077952,0.1270826],"study_design_scores_gemma":[0.2064437,0.7497385,0.03177547,0.0005695791,0.001785043,0.00003718801,0.002777875,0.001469012,0.002517091,0.0004520535,0.002289662,0.0001449468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806968,0.000206309,0.0008422133,0.0001673631,0.0001708648,0.01654985,0.0003946532,0.00005356592,0.0009183047],"genre_scores_gemma":[0.8797478,0.0008302806,0.02067303,0.0007938793,0.0003727682,0.09279897,0.0005882532,0.00003505664,0.004159928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01501969,"threshold_uncertainty_score":0.07943261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1950800095964675,"score_gpt":0.5146762468542163,"score_spread":0.3195962372577488,"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."}}