{"id":"W1940039212","doi":"","title":"Clerkship pathway: a factor in certification success for international medical graduates.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Medical education; Medicine; Descriptive statistics; Clinical clerkship; Baccalaureate Degree; Variance (accounting); Family medicine; Curriculum; Psychology; Higher education; Pedagogy","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":[0.00159931,0.0002953066,0.0002161647,0.001105774,0.0009133806,0.0009750317,0.0008229869,0.0006281153,0.004827726],"category_scores_gemma":[0.01023559,0.000188667,0.0003094884,0.0009575161,0.0006235835,0.0005188531,0.001029779,0.0008996264,0.0006432928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003106179,"about_ca_system_score_gemma":0.00789954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2656852,"about_ca_topic_score_gemma":0.4063003,"domain_scores_codex":[0.998836,0.0001259481,0.0000777768,0.00009657368,0.0004739527,0.0003899082],"domain_scores_gemma":[0.9902124,0.0008279922,0.003318278,0.0001947804,0.001764738,0.003681775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001718533,0.00002527285,0.9978168,0.00000571802,0.000004031741,0.00003067305,0.0001081944,0.00001742409,0.00003708097,0.00001311712,0.0002561546,0.001668339],"study_design_scores_gemma":[0.00000141603,0.00003476292,0.9990956,0.00001446296,0.000002960185,0.00005632,0.0003948323,0.00008081898,0.00002614407,0.000006515615,0.0002838771,0.000002428467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969155,0.0002864242,0.00008659335,0.0003979785,0.00001891054,0.0000435628,0.0003455107,0.00001120927,0.001894329],"genre_scores_gemma":[0.9989795,0.00006237696,0.00009203713,0.00003621377,0.000005450604,0.00001254301,0.0003268344,0.00000355266,0.0004814175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2656852,"threshold_uncertainty_score":0.5282775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691902103362549,"score_gpt":0.4341428373201119,"score_spread":0.264952626983857,"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."}}