{"id":"W2539114692","doi":"","title":"Acute care hospitalization, by immigrant category: Linking hospital data and the Immigrant Landing File in Canada.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Statistics Canada","funders":"","keywords":"Immigration; Medicine; Refugee; Demography; Population; Health care; Ethnic group; Gerontology; Environmental health; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009527575,0.0004252167,0.0005055235,0.004345133,0.001986278,0.001665098,0.001415686,0.0004017628,0.004446281],"category_scores_gemma":[0.00666721,0.0003822022,0.0006342605,0.01325868,0.0004166768,0.0005005446,0.001415592,0.0006461885,0.00084546],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02806962,"about_ca_system_score_gemma":0.0496791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952864,"about_ca_topic_score_gemma":0.9958647,"domain_scores_codex":[0.9987963,0.00006066087,0.0001554262,0.0002274942,0.0004162901,0.0003438885],"domain_scores_gemma":[0.994145,0.0003793887,0.001215968,0.0002409565,0.003186937,0.0008318872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002292432,0.00004461672,0.9610039,0.0003042757,0.0001282778,0.0001262701,0.0005172536,0.0003872383,0.0001069188,0.0002357972,0.0280607,0.008855512],"study_design_scores_gemma":[0.00002215255,0.00001378644,0.9930053,0.0001410215,0.00003707299,0.00004825133,0.0007873573,0.0004735199,0.00008052321,0.00004691931,0.005327226,0.00001678241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3936607,0.001082032,0.0002828838,0.0006190139,0.00002746408,0.0002617391,0.5985394,0.0001245131,0.005402303],"genre_scores_gemma":[0.6602342,0.001444322,0.001346896,0.0004061027,0.00002060868,0.0003012772,0.3327707,0.00004993627,0.00342601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9719304,"threshold_uncertainty_score":0.2036602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081344154644428,"score_gpt":0.2333043572293474,"score_spread":0.2224909156829031,"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."}}