{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009896006,0.000267825,0.0003555879,0.001156465,0.001514676,0.0008757193,0.001162018,0.0004887757,0.001476619],"category_scores_gemma":[0.002078454,0.0004703471,0.0003685046,0.001900139,0.0007009963,0.0008522353,0.0009536003,0.0009065428,0.0003650859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00505841,"about_ca_system_score_gemma":0.004084354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6934653,"about_ca_topic_score_gemma":0.8010633,"domain_scores_codex":[0.9989563,0.0001068014,0.00006283176,0.0002051375,0.0002309791,0.0004377649],"domain_scores_gemma":[0.9976388,0.0001692381,0.0008405363,0.0001437885,0.0004173642,0.0007903129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000220325,0.00003409451,0.9986944,0.0000050422,0.00001316846,0.00004923211,0.0004552247,0.000007967673,0.00004498853,0.000006649429,0.0001622258,0.0005049351],"study_design_scores_gemma":[0.000001807959,0.00002908493,0.9988253,0.000006200198,0.000006020704,0.00005334214,0.0008990772,0.00003146481,0.00001087177,0.000001792971,0.0001325895,0.000002371109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988716,0.0001544731,0.00003090708,0.00006473329,0.000003276857,0.00001324019,0.0006174787,0.000002591056,0.0002416111],"genre_scores_gemma":[0.998884,0.0001127232,0.00004756207,0.00007593117,0.000004232544,0.00001424356,0.0005598354,0.000002042098,0.0002993003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065347,"threshold_uncertainty_score":0.6166799,"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."}}