{"id":"W4220822915","doi":"10.1080/24745332.2022.2037909","title":"Chapter 11: Tuberculosis contact investigation and outbreak management","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nunavik Regional Board of Health and Social Services; Public Health Ontario; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Toronto Public Health","funders":"Public Health Agency of Canada; Canadian Thoracic Society","keywords":"Outbreak; Tuberculosis; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004253838,0.0009970032,0.0009116386,0.0025803,0.001521829,0.003954842,0.002379391,0.002888282,0.03462438],"category_scores_gemma":[0.01078763,0.0008789142,0.001048617,0.001893064,0.0009764201,0.002007147,0.002776804,0.003117848,0.0109858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612736,"about_ca_system_score_gemma":0.007817172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007052186,"about_ca_topic_score_gemma":0.01481559,"domain_scores_codex":[0.9958033,0.001833659,0.0003995055,0.0003877883,0.0011705,0.0004053744],"domain_scores_gemma":[0.9939667,0.002883271,0.000432834,0.0002813641,0.001835575,0.000600278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006298879,0.0005572385,0.003098646,0.002634434,0.00007353839,0.0003330779,0.001120938,0.002870897,0.00104336,0.01428423,0.4242306,0.54969],"study_design_scores_gemma":[0.00002790164,0.0002334368,0.009797669,0.0108769,0.0000846349,0.001137747,0.001896289,0.002822934,0.001425359,0.02200401,0.949616,0.00007703443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009881654,0.2199336,0.1093134,0.1512204,0.0348838,0.005490767,0.002522417,0.001794763,0.4649593],"genre_scores_gemma":[0.06738599,0.3059557,0.1381074,0.02647591,0.02882497,0.002218501,0.004063067,0.0006194941,0.4263491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03462438,"threshold_uncertainty_score":0.1158301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946164202154012,"score_gpt":0.3160588877868284,"score_spread":0.2765972457652883,"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."}}