{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003661585,0.0002613312,0.0002739502,0.001277779,0.000434193,0.0001503742,0.0009881834,0.0003164173,0.0001228401],"category_scores_gemma":[0.001329282,0.0001822997,0.00007151953,0.002094982,0.0002405891,0.0006450015,0.0001149482,0.0007167456,0.00006769685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007443212,"about_ca_system_score_gemma":0.000427515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009784511,"about_ca_topic_score_gemma":0.0008813866,"domain_scores_codex":[0.9959947,0.001848508,0.0003925437,0.0003061116,0.001154392,0.0003037477],"domain_scores_gemma":[0.9960151,0.001537907,0.001396593,0.0004140535,0.0005800912,0.00005630251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008327902,0.001671865,0.4713593,0.000947324,0.002294085,0.000003817684,0.05270407,0.0001068203,0.0004862537,0.07059919,0.2629977,0.1359968],"study_design_scores_gemma":[0.001385102,0.0000325996,0.4548934,0.00070437,0.0003303085,0.000001844683,0.005770397,0.00125847,0.00003007686,0.0001189698,0.535183,0.0002914842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101011,0.0007894182,0.0001467333,0.005318629,0.0009080045,0.003019343,0.0008376495,0.0002643572,0.07861478],"genre_scores_gemma":[0.9356342,0.0008144835,0.00003981724,0.0001599416,0.0005306185,0.0000296674,0.008607866,0.0001950086,0.0539884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2721853,"threshold_uncertainty_score":0.7433966,"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."}}