{"id":"W2132819103","doi":"10.1086/523109","title":"Transmission Network Analysis in Tuberculosis Contact Investigations","year":2007,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tuberculosis; Transmission (telecommunications); Mycobacterium tuberculosis; Contact tracing; Disease transmission; Mycobacterium tuberculosis complex; Infectious disease (medical specialty); Disease; Medicine; Virology; Computer science; Pathology; Telecommunications; Coronavirus disease 2019 (COVID-19)","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":[0.004085908,0.0003942164,0.0004761012,0.004910193,0.0006979909,0.001013721,0.0005483025,0.0005575253,0.002201729],"category_scores_gemma":[0.02295832,0.0002777186,0.0005105131,0.003262856,0.0006105673,0.001542757,0.001122737,0.0005551013,0.0001976136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008574173,"about_ca_system_score_gemma":0.0005728405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003487644,"about_ca_topic_score_gemma":0.00362218,"domain_scores_codex":[0.9958237,0.003434317,0.0001392114,0.0002834965,0.0002187241,0.0001004825],"domain_scores_gemma":[0.9717551,0.02448998,0.002082727,0.0006468232,0.0006588734,0.0003664648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008495046,0.0004837834,0.6464901,0.001165416,0.001477696,0.001103544,0.003388372,0.1089066,0.001951447,0.03695976,0.003413189,0.1938107],"study_design_scores_gemma":[0.00007128275,0.0002900691,0.1346686,0.0002345142,0.0003759486,0.001133153,0.002066121,0.7900184,0.001271371,0.06397628,0.005841112,0.00005313784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7853352,0.002405477,0.203968,0.001149665,0.00006472965,0.0004559716,0.001556592,0.0001903595,0.00487416],"genre_scores_gemma":[0.9543178,0.0004305618,0.04381341,0.00004595889,0.00006063282,0.0002974388,0.0005892788,0.00001278887,0.0004320923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004910193,"threshold_uncertainty_score":0.02160865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609619146505729,"score_gpt":0.3182145707770371,"score_spread":0.3021183793119798,"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."}}