{"id":"W2051499964","doi":"10.1097/sih.0b013e318182fc6c","title":"The Use of Standardized Patient Assessments for Certification and Licensure Decisions","year":2009,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Innovations in Medical Education","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Licensure; Formative assessment; Certification; Medical education; Scope (computer science); Modalities; Medicine; Accreditation; Psychology; Computer science; Pedagogy; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.003896302,0.0001678914,0.0003922915,0.0001509686,0.0006406505,0.0000368849,0.000196953,0.0002381098,0.000001561346],"category_scores_gemma":[0.00620536,0.0000979505,0.0003468946,0.0009215582,0.0001250907,0.0002458314,0.00002600744,0.0005952794,9.589282e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008797028,"about_ca_system_score_gemma":0.0007938466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152024,"about_ca_topic_score_gemma":0.00007967793,"domain_scores_codex":[0.9962658,0.0004160525,0.001909569,0.0001841287,0.0009117567,0.0003126532],"domain_scores_gemma":[0.9885963,0.005427985,0.00150079,0.0004883836,0.003899103,0.0000874656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002977136,0.0002287352,0.05430796,0.0004043091,0.00007827684,1.325284e-7,0.006203431,0.7100989,0.00008001656,0.001862473,0.0008912519,0.2228674],"study_design_scores_gemma":[0.003328509,0.001091982,0.2755533,0.0009395876,0.00011367,0.000007700039,0.002397597,0.6982351,0.00005117728,0.009429611,0.008715453,0.0001363477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293723,0.0009425599,0.02515279,0.1393451,0.000902685,0.004211413,0.00005911918,0.00001228786,0.000001712724],"genre_scores_gemma":[0.9895107,0.0003380814,0.006970128,0.002912596,0.0001596678,0.00004207099,0.0000262818,0.00002158092,0.00001889936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2227311,"threshold_uncertainty_score":0.7428845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322402027516878,"score_gpt":0.4666778239421767,"score_spread":0.3344376211904889,"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."}}