{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029269,0.000353156,0.0004464035,0.002377047,0.006975571,0.002973552,0.001741426,0.001711822,0.01049238],"category_scores_gemma":[0.005059113,0.0004218426,0.001116771,0.004355057,0.001401207,0.001224151,0.001824811,0.002655608,0.0005114856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01371111,"about_ca_system_score_gemma":0.03366825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763084,"about_ca_topic_score_gemma":0.9863244,"domain_scores_codex":[0.9981268,0.0001114419,0.0001271954,0.0001248174,0.0004836331,0.001026093],"domain_scores_gemma":[0.9938614,0.0003572738,0.001206841,0.00009709634,0.001464563,0.003012797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026427,0.0001069984,0.9884698,0.00005331626,0.00004328438,0.000269555,0.00436063,0.00002319928,0.00007045388,0.0003079184,0.002907547,0.003284632],"study_design_scores_gemma":[0.00001325329,0.00004063903,0.950145,0.0002730527,0.00005571573,0.0002322049,0.04565708,0.00007455362,0.00002444324,0.00008856855,0.003354609,0.00004084947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799161,0.001868951,0.00002943858,0.00400702,0.0001642973,0.00004167487,0.001865106,0.00000771223,0.01209987],"genre_scores_gemma":[0.9953573,0.001148033,0.00006387075,0.001028887,0.00005208079,0.00001294333,0.0005125015,0.000006143505,0.0018182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02369159,"threshold_uncertainty_score":0.09948158,"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."}}