{"id":"W2139920529","doi":"","title":"Retention of provisionally licensed international medical graduates: a historical cohort study of general and family physicians in Newfoundland and Labrador.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Licensure; Family medicine; Economic shortage; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007809521,0.0001121399,0.000390961,0.0001386061,0.0001186089,0.000002133849,0.0001267448,0.000135355,0.00001341792],"category_scores_gemma":[0.0003279546,0.0001002174,0.00002380302,0.0002068619,0.00009292003,0.0000924038,0.0001119434,0.0002915939,9.714404e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004240582,"about_ca_system_score_gemma":0.0001182372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01653807,"about_ca_topic_score_gemma":0.005375335,"domain_scores_codex":[0.9976704,0.0003192859,0.0007280593,0.0002758213,0.0006878022,0.0003186431],"domain_scores_gemma":[0.999015,0.0002384462,0.0002793265,0.0001397019,0.0001696134,0.0001579106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844055,0.000428589,0.9856924,0.00008289322,0.00002731544,0.00001520278,0.00249697,0.000001598806,0.00001559689,0.000152633,0.001514739,0.009387659],"study_design_scores_gemma":[0.00216307,0.0001176665,0.9950091,0.0001102135,0.00001386634,0.000003640924,0.0007317099,0.0002829541,7.123148e-7,0.00008680592,0.00140556,0.00007465261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949446,0.0002995743,0.00000925225,0.001099932,0.0004318812,0.001959808,0.000007847146,0.00002157326,0.001225561],"genre_scores_gemma":[0.9973178,0.0004041506,0.00011423,0.0002384314,0.0001366537,0.0005879676,0.00001236134,0.00001198223,0.001176429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116273,"threshold_uncertainty_score":0.9900109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489262519315709,"score_gpt":0.3434832037477311,"score_spread":0.2945569518161602,"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."}}