{"id":"W6922275727","doi":"10.11575/prism/49015","title":"Alternative Career Opportunities Available for Internationally Trained Physicians Living in Canada: An Overview of the Job Profiles","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IMG; Order (exchange); License; Focus group; Career Pathways; Work (physics); Bottleneck; Licensure; Employability","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":[0.001196826,0.0002818513,0.0002562155,0.003999408,0.005541202,0.001714176,0.0009102451,0.0003979385,0.002356979],"category_scores_gemma":[0.002742556,0.0002331187,0.0004069184,0.006479853,0.0008090159,0.0007013609,0.001646732,0.0007891787,0.0003627832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01595369,"about_ca_system_score_gemma":0.04900318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9273411,"about_ca_topic_score_gemma":0.968801,"domain_scores_codex":[0.9985297,0.0001067934,0.00009588908,0.00008346846,0.0005734124,0.0006106884],"domain_scores_gemma":[0.9950863,0.0003764423,0.0007598928,0.00003759807,0.001910684,0.00182911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001633402,0.00007078052,0.9206947,0.0005591145,0.00003109637,0.0006343632,0.02590542,0.0001249107,0.0006314012,0.0005158153,0.006858955,0.04381011],"study_design_scores_gemma":[0.000003185618,0.00003557359,0.9347445,0.0003235183,0.00001368953,0.0003034805,0.0568443,0.0001960917,0.0001299478,0.00006605486,0.007306574,0.00003287146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843665,0.002256132,0.0001867978,0.001691777,0.00002882482,0.0001103985,0.003536162,0.00002124126,0.007802203],"genre_scores_gemma":[0.9907607,0.004202372,0.0006076638,0.0003073552,0.00001267778,0.00005029345,0.002077299,0.00001206417,0.001969635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0726589,"threshold_uncertainty_score":0.1461735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3379765336353908,"score_gpt":0.4562405935043737,"score_spread":0.118264059868983,"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."}}