{"id":"W4390101549","doi":"10.1136/thorax-2023-220249","title":"Association of indicators of extensive disease and rifampin-resistant tuberculosis treatment outcomes: an individual participant data meta-analysis","year":2023,"lang":"en","type":"article","venue":"Thorax","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; West Park Healthcare Centre; McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases; McGill University Health Centre; McGill University","keywords":"Medicine; Internal medicine; Tuberculosis; Odds ratio; Confidence interval; Acid-fast; Surgery; Gastroenterology; Sputum; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02336481,0.002487538,0.012081,0.002902414,0.000630646,0.003266199,0.002402741,0.002370711,0.002963587],"category_scores_gemma":[0.04154023,0.001430725,0.05278217,0.004024345,0.0006984383,0.001520236,0.001769755,0.002533544,0.0003255252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121818,"about_ca_system_score_gemma":0.001534882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587087,"about_ca_topic_score_gemma":0.006858657,"domain_scores_codex":[0.9835982,0.01130743,0.002223683,0.001637477,0.0007920605,0.0004411564],"domain_scores_gemma":[0.9683799,0.0247003,0.003210481,0.001986955,0.001357544,0.0003648673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005234167,0.00003027373,0.01324379,0.02458112,0.9517123,0.0001116133,0.00004383053,0.001035765,0.0002551688,0.00009274067,0.0004755201,0.003183833],"study_design_scores_gemma":[0.0006378313,0.00020167,0.004623902,0.001172985,0.9918527,0.00006598938,0.00001773139,0.0005049114,0.00009822286,0.0001889615,0.0006193518,0.00001580454],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1063025,0.8731365,0.01041616,0.001007456,0.000866225,0.0007060856,0.005967822,0.0002997503,0.001297366],"genre_scores_gemma":[0.894756,0.09039535,0.007365485,0.001324345,0.0003337891,0.001479605,0.003313015,0.0001393395,0.0008930819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02336481,"threshold_uncertainty_score":0.1235664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2876756628134742,"score_gpt":0.4469984156688818,"score_spread":0.1593227528554076,"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."}}