{"id":"W2792524264","doi":"10.1503/cmaj.170817","title":"Demographic predictors of active tuberculosis in people migrating to British Columbia, Canada: a retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"BC Cancer Agency; BC Renal Agency; British Columbia Centre for Disease Control; University of British Columbia","keywords":"Incidence (geometry); Medicine; Tuberculosis; Refugee; Demography; Cohort; Population; Cohort study; Pediatrics; Immigration; Latent tuberculosis; Gerontology; Environmental health; Geography; Mycobacterium tuberculosis; Internal medicine; Pathology","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":[0.0006567373,0.0005960689,0.0005724312,0.001400342,0.002920839,0.001479758,0.001489377,0.0006321381,0.00138396],"category_scores_gemma":[0.001566404,0.0007203371,0.0007000303,0.004368401,0.0006605564,0.0004716826,0.00093677,0.001208798,0.0003940939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098622,"about_ca_system_score_gemma":0.0164245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755415,"about_ca_topic_score_gemma":0.9816062,"domain_scores_codex":[0.9991969,0.00005076627,0.00006720104,0.0001844499,0.0002349798,0.0002656892],"domain_scores_gemma":[0.9981518,0.00006357206,0.0003739075,0.0001476839,0.000819482,0.0004435499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004166825,0.00002726379,0.998153,0.00001660611,0.00004535295,0.00005437353,0.0002219749,0.00002736235,0.00006143696,0.00001452151,0.0005556374,0.0007806653],"study_design_scores_gemma":[0.000007360914,0.00002444867,0.9984791,0.00003259401,0.00003452889,0.00006428601,0.0007304136,0.0001303644,0.00001728755,0.00001181067,0.0004601622,0.000007766078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908319,0.0006624202,0.0001381995,0.0001801135,0.00001865859,0.0001190372,0.00690609,0.00001143427,0.001132035],"genre_scores_gemma":[0.994855,0.0006176084,0.0002261973,0.0001683673,0.000008982781,0.00008375856,0.00334917,0.000006748555,0.0006842267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02445853,"threshold_uncertainty_score":0.07971102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005729490027855243,"score_gpt":0.2513484962439775,"score_spread":0.2456190062161223,"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."}}