{"id":"W3179048390","doi":"10.20381/ruor-26610","title":"Chronic Disease Development and Multimorbidity Among Immigrants and Refugees in Ontario","year":2021,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa","keywords":"Refugee; Immigration; Multimorbidity; Disease; Medicine; Political science; Pathology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0006874118,0.0002185519,0.0003358564,0.001237975,0.003966976,0.001245197,0.0007761599,0.0003119837,0.002122723],"category_scores_gemma":[0.001997595,0.0002735975,0.0005320754,0.002913605,0.0007484562,0.0004737482,0.001657965,0.0005497584,0.0001578186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02334089,"about_ca_system_score_gemma":0.04252561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859948,"about_ca_topic_score_gemma":0.9955113,"domain_scores_codex":[0.9994298,0.00004079932,0.00004541499,0.00006785787,0.0002018994,0.0002142528],"domain_scores_gemma":[0.998641,0.00007127557,0.0003815119,0.00004057063,0.0003951155,0.000470583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005016677,0.00002594207,0.9844123,0.00006650531,0.00003464666,0.0001875694,0.007918714,0.0000392515,0.0001912222,0.0001789653,0.001245943,0.005648888],"study_design_scores_gemma":[0.000003968077,0.00001690227,0.9903955,0.00007260482,0.00001035858,0.00004514753,0.008139827,0.00005041415,0.00001856698,0.0000351019,0.001203664,0.000007876635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947755,0.0004752209,0.00003350907,0.0005594206,0.00001036563,0.00003536193,0.001545778,0.000003732146,0.002561128],"genre_scores_gemma":[0.9966408,0.0008907855,0.0001264823,0.0001349244,0.000006067621,0.00003639403,0.0007780821,0.000003074812,0.001383457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02334089,"threshold_uncertainty_score":0.1693509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05729893830076796,"score_gpt":0.3356294383836814,"score_spread":0.2783305000829134,"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."}}