{"id":"W2053026708","doi":"10.1371/journal.pone.0117036","title":"Is Early Tuberculosis Death Associated with Increased Tuberculosis Transmission?","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"","keywords":"Medicine; Tuberculosis; Transmission (telecommunications); Case-control study; Population; Disease; Multivariate analysis; Cause of death; Logistic regression; Internal medicine; Univariate analysis; Pediatrics; Pathology; Environmental health","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":[0.001793228,0.0002265715,0.0003950646,0.000791662,0.0002729826,0.001099363,0.000604625,0.0009298517,0.002995617],"category_scores_gemma":[0.01271664,0.0001988217,0.0003514806,0.001461385,0.001032837,0.0005524795,0.0004375786,0.0008977931,0.0002365259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062349,"about_ca_system_score_gemma":0.0005193249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293693,"about_ca_topic_score_gemma":0.003244296,"domain_scores_codex":[0.9985285,0.0005749351,0.0001198152,0.0003092684,0.0002637292,0.0002036357],"domain_scores_gemma":[0.9887773,0.003403758,0.006014813,0.0005426721,0.0006414527,0.0006198586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001623962,0.00001509378,0.9969186,0.00003436136,0.00005528656,0.0001916336,0.00006184242,0.00003547811,0.00007072149,0.00004599843,0.00008850267,0.002320131],"study_design_scores_gemma":[0.00000604543,0.00006275373,0.9975406,0.00003831035,0.00006820889,0.001506104,0.0001722153,0.0002684415,0.00006122595,0.0001469962,0.0001236414,0.000005485128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948419,0.003001723,0.0002843339,0.0006459303,0.00002451099,0.000007894016,0.0002125888,0.00001043056,0.000970693],"genre_scores_gemma":[0.9993078,0.0003724649,0.00006755014,0.00005791745,0.0000401409,0.00000165702,0.00008328127,0.00000170441,0.00006752554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005293693,"threshold_uncertainty_score":0.01052576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09617422334883513,"score_gpt":0.3042696592600339,"score_spread":0.2080954359111987,"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."}}