{"id":"W4414975150","doi":"10.1016/j.cmi.2025.09.024","title":"Which trial do we need? Combination regimen for individuals exposed to multidrug-resistant Mycobacterium tuberculosis","year":2025,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Regimen; Mycobacterium tuberculosis; Tuberculosis; Clinical trial; MEDLINE; Antibacterial agent","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":[0.0009333476,0.0003163684,0.001966556,0.0005217061,0.0005255698,0.0008823465,0.0006232122,0.001383681,0.008928461],"category_scores_gemma":[0.00399599,0.0001850796,0.000810263,0.0005039282,0.0002949852,0.001233889,0.0003770462,0.002155024,0.001194229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004843984,"about_ca_system_score_gemma":0.0007918004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007282142,"about_ca_topic_score_gemma":0.002837879,"domain_scores_codex":[0.9993987,0.0003230192,0.00007292425,0.00007517513,0.00007569735,0.0000545003],"domain_scores_gemma":[0.9981409,0.0004036965,0.0004518873,0.00007816331,0.0001648958,0.0007603313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1185372,0.004506776,0.02398153,0.004724844,0.001606612,0.0007604205,0.0002190957,0.0009720218,0.004345095,0.0008788834,0.03104817,0.8084193],"study_design_scores_gemma":[0.2515703,0.2374876,0.2934418,0.01612162,0.007718217,0.006161607,0.002422086,0.00902852,0.004584612,0.0131476,0.1578988,0.0004170833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6766917,0.2285916,0.003404612,0.0538102,0.00413774,0.002233223,0.002260386,0.0003299784,0.02854072],"genre_scores_gemma":[0.9382603,0.03687296,0.004825599,0.01161925,0.001968467,0.00117795,0.001234247,0.00004024967,0.004001002],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008928461,"threshold_uncertainty_score":0.02986866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281954388883825,"score_gpt":0.385728212390794,"score_spread":0.3429086685019558,"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."}}