{"id":"W4323351025","doi":"10.1093/jcag/gwac036.256","title":"A256 INCIDENCE OF CIRRHOSIS AMONG RECENT IMMIGRANTS AND REFUGEES TO ONTARIO, CANADA : A POPULATION-BASED COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Queen's University","funders":"","keywords":"Immigration; Demography; Incidence (geometry); Population; Refugee; Poisson regression; Medicine; Cirrhosis; Cohort; Etiology; Geography; Environmental health; Internal medicine; Sociology","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":[0.000517618,0.0004050834,0.0004027604,0.001093788,0.002410639,0.001202681,0.0009684777,0.0004150292,0.001988005],"category_scores_gemma":[0.001163799,0.0004276106,0.0007752022,0.002845027,0.0005898224,0.0004618039,0.0008359911,0.000627571,0.0002915468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01335962,"about_ca_system_score_gemma":0.01732925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979849,"about_ca_topic_score_gemma":0.9891514,"domain_scores_codex":[0.9993869,0.00002978539,0.00004147894,0.0001392012,0.0001946583,0.0002079158],"domain_scores_gemma":[0.9986989,0.00003554354,0.0002713947,0.00007206458,0.0005663153,0.0003555926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004559916,0.00001362728,0.997896,0.00001885293,0.00004285556,0.00005547578,0.0002495569,0.00002032606,0.00008955357,0.00002019492,0.0007314131,0.0008167015],"study_design_scores_gemma":[0.000008815136,0.00001847375,0.9985703,0.00002837675,0.00002847062,0.00006007478,0.0005820399,0.00009025563,0.00001870334,0.00001022537,0.0005774766,0.000006879995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889675,0.0005594064,0.0001068775,0.0002160338,0.00001708348,0.00008630715,0.008511442,0.00001025646,0.001525182],"genre_scores_gemma":[0.9953094,0.0004163564,0.0001463034,0.0001106606,0.000008316384,0.00004299838,0.003118353,0.000004912117,0.0008426061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02015096,"threshold_uncertainty_score":0.09693128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338252972181729,"score_gpt":0.3194909791169781,"score_spread":0.3061084493951608,"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."}}