{"id":"W4229076896","doi":"10.1016/s1473-3099(22)00153-0","title":"Are we underestimating the annual risk of infection with Mycobacterium tuberculosis in high-burden settings?","year":2022,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Tuberculosis; Medicine; Tuberculin; Cognitive reframing; Risk of infection; Incidence (geometry); Mycobacterium tuberculosis; Demography; Population; Attributable risk; Environmental health; Immunology; Pediatrics; Biology; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347767,0.0004728471,0.002505979,0.00029868,0.0003572255,0.00003924881,0.000301987,0.0001788408,0.0002743011],"category_scores_gemma":[0.002953228,0.0002301847,0.0004951083,0.0009967117,0.0003234897,0.00009871516,0.0002926259,0.001616337,0.00002110084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877875,"about_ca_system_score_gemma":0.0003179469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198859,"about_ca_topic_score_gemma":0.0006973292,"domain_scores_codex":[0.9949434,0.002735474,0.0007276164,0.000481957,0.0004550235,0.0006565359],"domain_scores_gemma":[0.9943818,0.003195837,0.001198978,0.000965898,0.0001082467,0.0001492644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004439537,0.0005825487,0.4816644,0.04062811,0.003442666,0.0001255195,0.0004288639,0.001460382,4.31243e-7,0.0002724685,0.01870652,0.4522441],"study_design_scores_gemma":[0.001308691,0.0006647662,0.1390318,0.01021841,0.004802211,0.0004072697,0.0002946676,0.000099016,2.537999e-7,0.0005081276,0.8422469,0.0004179328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01920716,0.9736444,0.0000135736,0.002874215,0.0001989634,0.001971395,0.001174367,0.0002106855,0.0007051885],"genre_scores_gemma":[0.0123043,0.9851583,0.00001329832,0.0004004366,0.0009862018,0.0007844814,0.0002345343,0.00007736033,0.00004104635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8235403,"threshold_uncertainty_score":0.9386661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04976775115457918,"score_gpt":0.352439591414423,"score_spread":0.3026718402598438,"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."}}