{"id":"W2000183001","doi":"10.1371/journal.pone.0098993","title":"A 10-Year Population Based Study of ‘Opt-Out’ HIV Testing of Tuberculosis Patients in Alberta, Canada: National Implications","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Tuberculosis; Medicine; Population; Mycobacterium tuberculosis; Demography; Human immunodeficiency virus (HIV); Cluster (spacecraft); Disease; Immunology; Pediatrics; Internal medicine; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000541781,0.0004115441,0.000325718,0.001138267,0.002284282,0.0011501,0.001040983,0.0008491457,0.001253417],"category_scores_gemma":[0.001162214,0.0004979814,0.0004912496,0.00295425,0.0009554974,0.0005135534,0.0009315486,0.001015762,0.0002986883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01195418,"about_ca_system_score_gemma":0.01042212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9654949,"about_ca_topic_score_gemma":0.9645384,"domain_scores_codex":[0.999217,0.00007465148,0.00004767581,0.0001242642,0.000238523,0.0002978772],"domain_scores_gemma":[0.9985155,0.00009226571,0.0002868607,0.00005084115,0.0004781234,0.0005763413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006362472,0.00006323891,0.9977991,0.00001222607,0.00001984715,0.0001446125,0.0006484216,0.00003792466,0.0001317874,0.0000139333,0.0001963843,0.0008688344],"study_design_scores_gemma":[0.000003540659,0.00005399954,0.9984232,0.000007828267,0.000009029255,0.00008512132,0.001180292,0.00007104478,0.00001571271,0.000004449443,0.000140864,0.0000048125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982981,0.000146762,0.00003454852,0.00009016196,0.000004815022,0.0000234505,0.0008074639,0.000003831819,0.0005910161],"genre_scores_gemma":[0.9983463,0.0001602209,0.00007446596,0.0001133341,0.000005596111,0.00001088639,0.0007441105,0.000002609586,0.0005425169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03450507,"threshold_uncertainty_score":0.086734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643181868041775,"score_gpt":0.2954033562223927,"score_spread":0.2310851694182152,"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."}}