{"id":"W2020369349","doi":"10.1097/acm.0b013e318163710f","title":"Assessment of International Medical Graduates and Their Integration into Family Practice: The Clinician Assessment for Practice Program","year":2008,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia","funders":"","keywords":"Mentorship; Licensure; Medical education; License; Clinical Practice; Family medicine; Nova scotia; Medicine; Best practice; Psychology; Computer science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002341647,0.0002303771,0.0002144025,0.001062531,0.0006175402,0.0005572046,0.0004726356,0.0003155765,0.002015747],"category_scores_gemma":[0.008429063,0.0001738011,0.0001662083,0.0007375916,0.0002764229,0.0003521956,0.0009531833,0.0005274754,0.0005044343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051388,"about_ca_system_score_gemma":0.00757161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09725905,"about_ca_topic_score_gemma":0.1849199,"domain_scores_codex":[0.9988787,0.000300495,0.00008978773,0.00007756797,0.0004828402,0.0001706431],"domain_scores_gemma":[0.9942153,0.0004947487,0.001181295,0.0001273664,0.002364656,0.001616575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001807052,0.0007220161,0.7944607,0.000224397,0.00003134519,0.0002971683,0.004264855,0.0002700938,0.001377089,0.0003053674,0.02474141,0.1731249],"study_design_scores_gemma":[0.00002106482,0.0003791213,0.9881718,0.0001052627,0.000006905022,0.0002303217,0.0007308475,0.0003173317,0.0001886675,0.000041834,0.009796479,0.00001046637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954447,0.001214572,0.001861993,0.002998961,0.000113667,0.00167633,0.001621039,0.0001510722,0.03591533],"genre_scores_gemma":[0.9776809,0.001305973,0.01017793,0.000398573,0.00004123708,0.0007960273,0.001173502,0.00001630344,0.008409492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09725905,"threshold_uncertainty_score":0.1933858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249758128290125,"score_gpt":0.5944890105120252,"score_spread":0.4695131976830127,"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."}}