{"id":"W2197347154","doi":"10.1371/journal.pone.0138358","title":"Cough Aerosol Cultures of Mycobacterium tuberculosis: Insights on TST / IGRA Discordance and Transmission Dynamics","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"School of Medicine, Boston University","keywords":"Medicine; Latent tuberculosis; Tuberculin; Tuberculosis; Mycobacterium tuberculosis; Interferon gamma release assay; Vaccination; Contact tracing; Internal medicine; Logistic regression; Immunology; Disease; Pathology; Infectious disease (medical specialty); 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":[0.002053385,0.0002616689,0.0003104725,0.001245886,0.0001861569,0.000643169,0.0003925431,0.0003600379,0.0006715478],"category_scores_gemma":[0.008756423,0.0001899446,0.0002155869,0.0008839302,0.0003985431,0.0004712662,0.0005321768,0.0002791654,0.0001739641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813905,"about_ca_system_score_gemma":0.0001792223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895242,"about_ca_topic_score_gemma":0.001559392,"domain_scores_codex":[0.9988907,0.0005765952,0.0001048907,0.0001701554,0.0001830837,0.00007455859],"domain_scores_gemma":[0.9946607,0.0025187,0.00201066,0.000319795,0.0003224003,0.0001678465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007667477,0.000017052,0.993628,0.00002697857,0.00002271648,0.0001142341,0.000214173,0.0002682169,0.000804094,0.00003934976,0.00004438167,0.004744042],"study_design_scores_gemma":[0.000002596537,0.00009379823,0.9941568,0.00002370309,0.00003204081,0.001129573,0.0003708264,0.002908368,0.0008755682,0.0001793485,0.0002212233,0.000006054981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973924,0.0009363688,0.001119097,0.00005670253,0.000002359507,0.000005953472,0.0001624167,0.00000930529,0.0003153316],"genre_scores_gemma":[0.9993061,0.000182998,0.0003483648,0.00001030981,0.000008030664,0.00000269569,0.0001022381,0.000002639701,0.00003669369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002053385,"threshold_uncertainty_score":0.01085943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069723202585368,"score_gpt":0.2989013409337694,"score_spread":0.2482041089079157,"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."}}