{"id":"W2949560690","doi":"10.1098/rsos.180999","title":"Multiple exposures, reinfection and risk of progression to active tuberculosis","year":2019,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. National Library of Medicine; National Institute of General Medical Sciences; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Tuberculosis; Active tuberculosis; Medicine; Mycobacterium tuberculosis; Biology; Virology; Immunology; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00111605,0.0004645287,0.0006040182,0.0004241136,0.0004774252,0.0007947258,0.0008821809,0.001080841,0.00218719],"category_scores_gemma":[0.005632116,0.0002764814,0.001009152,0.0002536149,0.000567578,0.0008948219,0.0007505604,0.000849151,0.0001321546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008580956,"about_ca_system_score_gemma":0.0006632566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02196424,"about_ca_topic_score_gemma":0.01902124,"domain_scores_codex":[0.9995539,0.0001788881,0.00001923863,0.0001032806,0.00003671784,0.0001080971],"domain_scores_gemma":[0.9983301,0.0009801373,0.000255847,0.0001058356,0.00008291471,0.0002451694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007933234,0.000522048,0.2060145,0.0001472726,0.0004465028,0.001425082,0.0006298657,0.7689181,0.005273062,0.005870624,0.0005236706,0.00943596],"study_design_scores_gemma":[0.00009320319,0.0006698236,0.04407883,0.00003825373,0.0001242449,0.0004899695,0.0002783993,0.9479147,0.001023131,0.004668149,0.0005665559,0.00005476918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966549,0.0001585285,0.002435324,0.0001318217,0.00001134627,0.00001404094,0.00004578627,0.00001335608,0.000534999],"genre_scores_gemma":[0.9991443,0.00005133426,0.0004855211,0.00001358842,0.000001956865,0.000007497948,0.00003597361,0.000001884345,0.0002579712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02196424,"threshold_uncertainty_score":0.0436728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958522825794931,"score_gpt":0.355445686816368,"score_spread":0.3358604585584187,"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."}}