{"id":"W2123067135","doi":"10.1177/1077558709333997","title":"Importing Medicine","year":2009,"lang":"en","type":"article","venue":"Medical Care Research and Review","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IMG; Immigration; Specialty; Quarter (Canadian coin); Citizenship; Resizing; Medicine; Population; Family medicine; Demographic economics; Medical education; Political science; Business; Geography; Economics; Environmental health; Law; Computer science; International trade","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":[0.001502537,0.000323172,0.0004995388,0.001627503,0.0008704184,0.002260775,0.0005531882,0.001284695,0.03791572],"category_scores_gemma":[0.005153821,0.0001740005,0.0004182291,0.002378745,0.001032601,0.0017071,0.00175765,0.0009730392,0.005684287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454848,"about_ca_system_score_gemma":0.00314013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598946,"about_ca_topic_score_gemma":0.007629199,"domain_scores_codex":[0.9986171,0.0005176395,0.0001130075,0.0001471561,0.0004906129,0.0001146327],"domain_scores_gemma":[0.9962249,0.001736202,0.000626014,0.000261553,0.0007824294,0.0003689477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006246506,0.00009035222,0.005284936,0.008640252,0.00006372654,0.0006259739,0.002408561,0.00009317986,0.001619034,0.02458893,0.1190175,0.8375052],"study_design_scores_gemma":[0.000009807864,0.00007292003,0.006874424,0.003028794,0.00003240757,0.0009812478,0.001366732,0.00001963393,0.000306123,0.002119654,0.9851819,0.000006477658],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008652071,0.8022284,0.0006053466,0.03280354,0.003758101,0.0000341201,0.0001905444,0.00004419248,0.1516836],"genre_scores_gemma":[0.07401551,0.8383191,0.001395794,0.02405902,0.005853687,0.00004475031,0.0002650437,0.00002891635,0.05601821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03791572,"threshold_uncertainty_score":0.1268407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2305108309238058,"score_gpt":0.6488009845564205,"score_spread":0.4182901536326147,"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."}}