{"id":"W3006788558","doi":"10.1016/j.jctube.2020.100155","title":"Tuberculosis deaths are predictable and preventable: Comprehensive assessment and clinical care is the key","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Tuberculosis and Other Mycobacterial Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Malnutrition; Referral; Intensive care medicine; Disease; Audit; Body mass index; Pediatrics; Emergency medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005414899,0.0006776775,0.001294887,0.001079792,0.002093357,0.007280385,0.001345612,0.003033173,0.006833838],"category_scores_gemma":[0.02174246,0.0004557084,0.0006069035,0.000922867,0.001627582,0.005643982,0.004859181,0.008461571,0.002732166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0026833,"about_ca_system_score_gemma":0.0141223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005500281,"about_ca_topic_score_gemma":0.007351013,"domain_scores_codex":[0.993874,0.002230956,0.0006072686,0.0005302288,0.001997626,0.0007599498],"domain_scores_gemma":[0.9801198,0.004374081,0.002885853,0.0006474946,0.004662232,0.007310597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001691594,0.0007364392,0.05651351,0.002037466,0.0002069099,0.00115433,0.001607964,0.0008855966,0.001848112,0.01702326,0.33781,0.5800073],"study_design_scores_gemma":[0.0001427192,0.001094981,0.2289147,0.01553424,0.0003147529,0.004953438,0.0140148,0.002078947,0.001340446,0.09177398,0.6394534,0.0003835896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02597765,0.1223998,0.01691898,0.7895557,0.008245719,0.0005064838,0.0009024664,0.001086504,0.03440673],"genre_scores_gemma":[0.5569468,0.253223,0.04300215,0.1055829,0.02050971,0.0009445424,0.002857796,0.0003110644,0.01662208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007280385,"threshold_uncertainty_score":0.02863711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08483548650646144,"score_gpt":0.4249535897162097,"score_spread":0.3401181032097483,"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."}}