{"id":"W2062510018","doi":"10.1016/s0140-6736(05)71341-6","title":"Drug development for tuberculosis: the missing ingredient","year":2001,"lang":"en","type":"letter","venue":"The Lancet","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; U.S. Public Health Service","keywords":"Tuberculosis; Medicine; Drug resistance; Drug; Extensively drug-resistant tuberculosis; Population; Intensive care medicine; Pharmacology; Mycobacterium tuberculosis; Environmental health; Biology; Pathology; Microbiology","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":[0.01004443,0.001483826,0.002442039,0.001112477,0.004313226,0.006365084,0.00280211,0.1208342,0.007080372],"category_scores_gemma":[0.03901785,0.001244142,0.0019016,0.001118667,0.005531171,0.008339532,0.003060309,0.07305263,0.006623097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004746234,"about_ca_system_score_gemma":0.007728887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007151038,"about_ca_topic_score_gemma":0.01573341,"domain_scores_codex":[0.9909222,0.003121176,0.001016277,0.0008978285,0.003022557,0.001020091],"domain_scores_gemma":[0.9727012,0.01797567,0.001906549,0.0006882213,0.002612854,0.004115624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001119936,0.00004217695,0.000281844,0.000145206,0.00002302043,0.0005247197,0.0001056629,0.00005565861,0.0002272616,0.006283698,0.9794025,0.0127962],"study_design_scores_gemma":[0.000307014,0.0001196127,0.001024009,0.000675697,0.0000511057,0.0006988557,0.0002801466,0.0002945033,0.0001851831,0.01541337,0.9808961,0.00005447878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000139873,0.004332336,0.00009708689,0.9830266,0.01038763,0.000007716343,0.00003610645,0.00001509049,0.00195752],"genre_scores_gemma":[0.001167982,0.001733046,0.0001645436,0.9771319,0.01564793,0.00001909821,0.00001840288,0.00001019999,0.004106805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1208342,"threshold_uncertainty_score":0.05312073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07551540137595282,"score_gpt":0.3470725947374848,"score_spread":0.271557193361532,"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."}}