{"id":"W2806061655","doi":"10.1093/infdis/jiy265","title":"Risk and Timing of Tuberculosis Among Close Contacts of Persons with Infectious Tuberculosis","year":2018,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Institutes of Health","keywords":"Tuberculosis; Medicine; Virology; Immunology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009371503,0.0002103331,0.0007823049,0.0003594264,0.0001879249,0.00001217204,0.0001229394,0.00009721603,0.0001235126],"category_scores_gemma":[0.002148999,0.0001190935,0.0002408256,0.0003699179,0.00105122,0.0001922522,0.00006608234,0.0004129059,0.000003427372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007959297,"about_ca_system_score_gemma":0.0001863941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724253,"about_ca_topic_score_gemma":0.0004589569,"domain_scores_codex":[0.9979407,0.0005348381,0.0006286339,0.0001520851,0.0004072826,0.0003364262],"domain_scores_gemma":[0.996658,0.001124473,0.0007355616,0.0003149658,0.0007817816,0.0003851854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001321149,0.0004302124,0.9891782,0.0001649314,0.001292207,0.00002038513,0.0009163347,0.00003919489,0.002501163,0.00002777263,0.001355899,0.00275256],"study_design_scores_gemma":[0.002755639,0.006809762,0.9814712,0.0004464106,0.002414376,0.001089062,0.0006394159,0.0002372094,0.003628608,0.0002742493,0.00009710709,0.0001369434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962122,0.001580487,0.000135594,0.0004119631,0.00008125994,0.0002773489,0.0000387582,0.00002021276,0.001242195],"genre_scores_gemma":[0.996804,0.00262156,0.00005163888,0.0001971558,0.0002736286,0.000004945404,0.00000205207,0.0000269262,0.0000181032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007706972,"threshold_uncertainty_score":0.4856492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248345211256536,"score_gpt":0.2876636881278586,"score_spread":0.2751802360152933,"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."}}