{"id":"W6890382727","doi":"10.34944/dspace/3725","title":"THE ASSOCIATION BETWEEN MEDICAL EDUCATION ACCREDITATION AND THE EXAMINATION PERFORMANCE OF INTERNATIONALLY EDUCATED PHYSICIANS SEEKING CERTIFICATION IN THE UNITED STATES","year":2012,"lang":"en","type":"other","venue":"TUScholarShare (Temple University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Certification; Licensure; Quarter (Canadian coin); Quality (philosophy); Continuing medical education; Medical school; Quality management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002602459,0.0001630284,0.0001145478,0.001316347,0.0004419089,0.0008052411,0.0004299825,0.0005241802,0.001923669],"category_scores_gemma":[0.01245047,0.0001226547,0.000185913,0.001250189,0.0007034343,0.0004680364,0.001135707,0.0008091739,0.0001987423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049838,"about_ca_system_score_gemma":0.001334911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03014466,"about_ca_topic_score_gemma":0.03588859,"domain_scores_codex":[0.9986999,0.0004501542,0.000187528,0.0001338511,0.0002717,0.0002568859],"domain_scores_gemma":[0.9818132,0.003055154,0.009905629,0.0004433996,0.002823807,0.001958689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001391289,0.00002149277,0.9985986,0.000004570084,0.000005722403,0.00001389434,0.0001396607,0.00001631666,0.00001914557,0.00001686278,0.000125297,0.001024378],"study_design_scores_gemma":[0.000001179759,0.00002446303,0.9992372,0.00001237845,0.000003688754,0.00003585228,0.000471408,0.00005429251,0.00001743773,0.000007850049,0.000133087,0.000001293365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980443,0.000259532,0.00003140629,0.0004012145,0.000008911678,0.000005774206,0.0001264269,0.000003263628,0.001119106],"genre_scores_gemma":[0.9996436,0.00006910105,0.00002224076,0.00004197646,0.000006636279,0.000002609052,0.0001104302,9.483559e-7,0.00010244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03014466,"threshold_uncertainty_score":0.05993837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265110852004057,"score_gpt":0.2587711770646292,"score_spread":0.2361200685445886,"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."}}