{"id":"W2465791944","doi":"10.17269/cjph.107.5205","title":"Immigrant status and having a regular medical doctor among Canadian adults","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Immigration; Residence; Demography; Medicine; Logistic regression; Confounding; Body mass index; Gerontology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006498461,0.0002569872,0.0006707899,0.001014914,0.001458837,0.00004853268,0.0004782517,0.0004408672,0.003105265],"category_scores_gemma":[0.004814928,0.0001829267,0.00008611671,0.0004895498,0.0003621726,0.0004971457,0.00003387429,0.001092404,0.00008014614],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005432133,"about_ca_system_score_gemma":0.09229227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9673005,"about_ca_topic_score_gemma":0.9981996,"domain_scores_codex":[0.9923201,0.001341199,0.001634846,0.0003222885,0.0006882045,0.003693346],"domain_scores_gemma":[0.9686888,0.000531557,0.0007592401,0.0003680054,0.0007608084,0.0288916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001349496,0.0000088837,0.8622586,0.0002018159,0.00002945468,0.0002865717,0.007931432,1.031312e-7,5.280025e-7,0.004833354,0.04218338,0.08225235],"study_design_scores_gemma":[0.001426723,0.0002277776,0.3689615,0.003310647,0.000005504556,0.00008286293,0.006704189,0.00001495784,2.244293e-7,0.0002060508,0.6188802,0.0001792964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601988,0.003801762,0.00008178277,0.1321765,0.001739113,0.0005629272,0.0001458837,0.00002243489,0.001270824],"genre_scores_gemma":[0.9862925,0.001190724,0.00023603,0.01014634,0.0007540821,0.00001421872,0.000008385958,0.00004705026,0.001310668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5766969,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163554012944338,"score_gpt":0.369072542856885,"score_spread":0.3274370027274416,"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."}}