{"id":"W4408177178","doi":"10.1016/s0140-6736(24)02479-6","title":"Tuberculosis","year":2025,"lang":"en","type":"review","venue":"The Lancet","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Tuberculosis; Medicine; Pathology","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":[0.0009364242,0.0009433019,0.001457282,0.001998801,0.0004175729,0.001738573,0.0007272183,0.002096634,0.05157947],"category_scores_gemma":[0.002328423,0.0003549887,0.0006444219,0.001503005,0.0004962575,0.001148694,0.00127373,0.002320827,0.0254961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008417965,"about_ca_system_score_gemma":0.002677883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989218,"about_ca_topic_score_gemma":0.004118389,"domain_scores_codex":[0.9993425,0.0001770275,0.00008882674,0.00009734964,0.0001921113,0.0001020881],"domain_scores_gemma":[0.999331,0.0001663514,0.0001481347,0.00006094867,0.0001742407,0.0001194059],"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":[0.0001135144,0.00004085997,0.0001212487,0.01021462,0.00005744902,0.00009933457,0.00004446616,0.00004423379,0.0007068924,0.00240361,0.2904457,0.6957082],"study_design_scores_gemma":[0.00006290038,0.00005539865,0.0003744476,0.004534644,0.00007922347,0.0003800638,0.00002427265,0.00001419765,0.0001191367,0.0006654967,0.9936852,0.000004984632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001187942,0.9724344,0.0002275679,0.003385002,0.004301762,0.00004688995,0.0002317274,0.00009107606,0.01916281],"genre_scores_gemma":[0.00463513,0.9332486,0.000814375,0.01220427,0.004520277,0.00009732999,0.0007702105,0.00002813345,0.0436817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05157947,"threshold_uncertainty_score":0.1725506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154842429047602,"score_gpt":0.4362029736100846,"score_spread":0.3207187307053245,"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."}}