{"id":"W2172279339","doi":"10.1503/cmaj.150011","title":"Domestic impact of tuberculosis screening among new immigrants to Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Public Health Ontario; University Health Network; University of Toronto; University of Ottawa; Toronto Public Health; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Tuberculosis; Immigration; Medicine; Environmental health; Family medicine; Data science; Geography; Computer science; Pathology; Archaeology","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":[0.0005487603,0.0001910323,0.0002097143,0.000540984,0.001257746,0.0008426732,0.0005962947,0.0002249011,0.001610267],"category_scores_gemma":[0.003631436,0.0001383138,0.0004269557,0.0009862492,0.0004958757,0.0002116618,0.0008840363,0.000314975,0.0001205436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01401224,"about_ca_system_score_gemma":0.01429005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9605269,"about_ca_topic_score_gemma":0.9793563,"domain_scores_codex":[0.9994227,0.00008742193,0.00003129522,0.00005353458,0.0001797263,0.0002252863],"domain_scores_gemma":[0.997631,0.0002184431,0.0007600719,0.00006931494,0.0007478686,0.0005734459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005667643,0.00001974298,0.9932485,0.00003899321,0.00003163541,0.0001945049,0.0004657632,0.0001140438,0.00009035008,0.00003353001,0.0005967022,0.00510946],"study_design_scores_gemma":[0.000003649644,0.00002378215,0.9978163,0.00004990339,0.00002850586,0.00008205057,0.001055781,0.000212907,0.00003974519,0.00001185676,0.0006713727,0.000004199228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953725,0.0008660816,0.00005194269,0.0006577764,0.0000161534,0.00001661604,0.0008786086,0.000008156001,0.002132247],"genre_scores_gemma":[0.9984403,0.000524103,0.00006520672,0.00008610589,0.000008461888,0.000005215178,0.0004244773,0.000002280081,0.000443817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03947312,"threshold_uncertainty_score":0.1016664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215311309352397,"score_gpt":0.3098196312761476,"score_spread":0.2882885003409079,"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."}}