{"id":"W2789995925","doi":"10.1016/s2213-2600(18)30078-x","title":"Comparison of different treatments for isoniazid-resistant tuberculosis: an individual patient data meta-analysis","year":2018,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; National Institutes of Health; World Health Organization","keywords":"Medicine; Ethambutol; Pyrazinamide; Rifampicin; Tuberculosis; Isoniazid; Streptomycin; Internal medicine; Regimen; Drug resistance; Surgery; Antibiotics; Pathology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004344407,0.0009580836,0.01592716,0.0007285983,0.0002163934,0.00002023369,0.00205816,0.0004858474,0.000585641],"category_scores_gemma":[0.001930656,0.0004107615,0.002200921,0.000985519,0.0008821918,0.00009071907,0.0005816559,0.0008011105,0.00002304753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650575,"about_ca_system_score_gemma":0.0003272818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001755186,"about_ca_topic_score_gemma":0.000453238,"domain_scores_codex":[0.9910287,0.002587702,0.002710346,0.001367353,0.001302925,0.001002961],"domain_scores_gemma":[0.9896558,0.002226817,0.001558713,0.005660813,0.0003477968,0.000550076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008298943,0.001244735,0.0007852258,0.009653012,0.663682,0.00002012515,0.0005205937,0.000001519922,0.00001131923,0.000146308,0.1338332,0.189272],"study_design_scores_gemma":[0.0008259787,0.003650153,0.000433184,0.0006448334,0.4584359,0.000005396467,0.0000795522,0.00005039459,0.000004931777,0.00002045466,0.535653,0.0001962428],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000476559,0.9905476,0.00004681018,0.001832447,0.0001632252,0.003303807,0.003341964,0.00005824626,0.0002293737],"genre_scores_gemma":[0.00117998,0.9856891,0.0002689075,0.001915165,0.002459156,0.001148728,0.007120852,0.000115692,0.0001024116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4018198,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6540350480635623,"score_gpt":0.5501342973850517,"score_spread":0.1039007506785106,"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."}}