{"id":"W3095296690","doi":"10.22541/au.160468388.89785472/v1","title":"Professionalism assessment of clinical teachers as a role model","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shahid Sadoughi University of Medical Sciences; Ryerson University","keywords":"Confirmatory factor analysis; Viewpoints; Descriptive statistics; Psychology; Medical education; Test (biology); Medicine; Family medicine; Structural equation modeling; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004015015,0.0001984243,0.000238004,0.0009884904,0.0008267455,0.001578952,0.0004420276,0.000331846,0.001726321],"category_scores_gemma":[0.01373803,0.0001912313,0.0003348157,0.0002644896,0.0006530299,0.0006249656,0.001299206,0.0006371505,0.0004249187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300906,"about_ca_system_score_gemma":0.002144946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009370766,"about_ca_topic_score_gemma":0.001923894,"domain_scores_codex":[0.9959701,0.001856974,0.0001695094,0.0001923055,0.001412841,0.0003982068],"domain_scores_gemma":[0.9884436,0.002504691,0.002611592,0.0004379942,0.003056602,0.002945654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003768842,0.001017876,0.8614137,0.000204658,0.00004040769,0.0007034646,0.03874336,0.0003424588,0.006315118,0.0008063205,0.002074744,0.08796101],"study_design_scores_gemma":[0.00009805386,0.00198765,0.882844,0.0002311892,0.00006524822,0.003545848,0.08606738,0.005797116,0.003833399,0.001577755,0.01388759,0.00006482367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938155,0.0001994488,0.001288479,0.0003110079,0.00002710493,0.00004702005,0.00001332585,0.00001345049,0.004284603],"genre_scores_gemma":[0.9979576,0.00008448242,0.0007825729,0.00004890274,0.00001045515,0.00002050758,0.0000226679,0.000002955767,0.001069896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004015015,"threshold_uncertainty_score":0.02123368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834560683806695,"score_gpt":0.5697886591829749,"score_spread":0.3863325908023054,"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."}}