{"id":"W7001783963","doi":"","title":"“Brain drain” and “brain waste”: experiences of international medical graduates in Ontario","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Position (finance); Descriptive statistics; Health care; Descriptive research; Medical school; Primary care; Order (exchange)","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":[0.002153018,0.000392354,0.0005420981,0.0006998252,0.01239857,0.003544948,0.001342133,0.001340763,0.004944571],"category_scores_gemma":[0.004692398,0.0005594669,0.0003391443,0.001829051,0.006272583,0.001730727,0.006469666,0.002795724,0.0003914308],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02141206,"about_ca_system_score_gemma":0.03671948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6544499,"about_ca_topic_score_gemma":0.8954232,"domain_scores_codex":[0.9972202,0.0005348269,0.00007860587,0.0001327139,0.0004262438,0.001607476],"domain_scores_gemma":[0.9916831,0.0006869413,0.0007853852,0.00009173789,0.0008351456,0.005917686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005377522,0.0001739334,0.04988397,0.0001573329,0.000006950842,0.0008982801,0.9318807,0.0000162923,0.0006681412,0.0005889062,0.005824561,0.009847277],"study_design_scores_gemma":[0.000007797369,0.0001413568,0.05896063,0.0001272753,0.000004961743,0.0001273097,0.9119481,0.00003029273,0.00007605003,0.00005295465,0.02850273,0.00002059987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897113,0.000745699,0.00005408284,0.004845845,0.00008746864,0.00005222946,0.00007583126,0.000007351875,0.004420185],"genre_scores_gemma":[0.9848863,0.001536374,0.0001649119,0.003142705,0.00004986778,0.00008871201,0.00007130264,0.00002046327,0.01003929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9785879,"threshold_uncertainty_score":0.6951703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171147054554821,"score_gpt":0.4449774008603473,"score_spread":0.2278626954048652,"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."}}