{"id":"W4389286544","doi":"10.5588/ijtld.23.0341","title":"Standards for clinical trials for treating TB","year":2023,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; National Health and Medical Research Council; Centers for Disease Control and Prevention; European Society of Clinical Microbiology and Infectious Diseases; Action Damien; De La Salle University; University of Cape Town; Medical Research Council; Medical Research Council Canada; Universiteit Stellenbosch; University of Sydney; University of New South Wales; Department of Foreign Affairs and Trade, Australian Government; GlaxoSmithKline; Imperial College London; UK Research and Innovation; Vanderbilt University Medical Center; National University of Singapore; Texas Children's Hospital; McGill University; Deutsches Zentrum für Infektionsforschung; National Institute of Allergy and Infectious Diseases; Australian Government; Burnet Institute; Vanderbilt University; National Institutes of Health; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Medicine; Clinical trial; Delphi method; Gold standard (test); Medical physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.772472,0.005149605,0.01019709,0.0230452,0.009277791,0.03275768,0.02147974,0.04550671,0.01167386],"category_scores_gemma":[0.8224302,0.007054267,0.01500178,0.02080879,0.0262066,0.01290494,0.02007614,0.05365213,0.01524848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02114567,"about_ca_system_score_gemma":0.1229877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004276551,"about_ca_topic_score_gemma":0.003050524,"domain_scores_codex":[0.09957758,0.629123,0.1913374,0.00966407,0.0661664,0.004131498],"domain_scores_gemma":[0.0686588,0.5613513,0.07423551,0.1051828,0.1804478,0.01012389],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00191205,0.0005709445,0.002849609,0.07879479,0.001953661,0.0007617004,0.01253926,0.005874268,0.002170486,0.3053304,0.2685817,0.3186612],"study_design_scores_gemma":[0.001977644,0.000763765,0.004487586,0.1178241,0.00136779,0.001270163,0.001935207,0.005029632,0.00211145,0.197622,0.665094,0.0005165961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002256211,0.06848334,0.4952999,0.2009397,0.04647388,0.1049028,0.003756552,0.003301111,0.07458663],"genre_scores_gemma":[0.02069376,0.01772011,0.7674959,0.03927474,0.006462405,0.1389323,0.002846394,0.0008005594,0.005773738],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.227528,"threshold_uncertainty_score":0.2805826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894977288598032,"score_gpt":0.540726356222971,"score_spread":0.3512286273631678,"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."}}