{"id":"W2981833115","doi":"10.1136/bmj.l5770","title":"Is<i>Mycobacterium tuberculosis</i>infection life long?","year":2019,"lang":"en","type":"article","venue":"BMJ","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Wellcome Trust; NIHR Cambridge Biomedical Research Centre; National Institutes of Health; University of Cambridge","keywords":"Tuberculosis; Mycobacterium tuberculosis; Asymptomatic; Medicine; Immunology; Virology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005708773,0.0001425254,0.0003722697,0.0001205675,0.0000413338,0.00001539444,0.00006075623,0.0001726248,0.003335632],"category_scores_gemma":[0.0006140684,0.0001144999,0.0001858782,0.0001827123,0.00004282929,0.0001021952,0.00006267313,0.0002975622,0.007393175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007960295,"about_ca_system_score_gemma":0.0001445179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004091471,"about_ca_topic_score_gemma":0.00002675678,"domain_scores_codex":[0.9985198,0.0001195435,0.0003226096,0.0003284437,0.0002578941,0.0004517198],"domain_scores_gemma":[0.9988582,0.0001119002,0.00006206106,0.0004959175,0.0001095365,0.0003624375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001721571,0.00007438724,0.7498171,0.0001383187,0.0001179108,0.00001541182,0.0000345079,0.000003461885,0.005366314,0.00007711765,0.2430026,0.001180742],"study_design_scores_gemma":[0.0008574453,0.0003483049,0.8562398,0.00005718983,0.00004166826,0.0001592327,0.00001034131,0.0003777075,0.001316059,0.00004503752,0.1404213,0.0001259557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296737,0.0002564718,0.00005601949,0.03854654,0.0005736119,0.0006896741,0.000006734985,0.000105238,0.03009203],"genre_scores_gemma":[0.977394,0.0003819245,0.0001581719,0.01499838,0.0009440838,0.00005194804,0.00004753626,0.00002677201,0.005997194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064227,"threshold_uncertainty_score":0.9975755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298299176685394,"score_gpt":0.3480633607933628,"score_spread":0.3182334431248234,"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."}}