{"id":"W2112210766","doi":"10.1136/thx.2003.011759","title":"Transmission of tuberculosis from smear negative patients: a molecular epidemiology study","year":2004,"lang":"en","type":"article","venue":"Thorax","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"Health Canada; British Columbia Lung Association","keywords":"Medicine; Epidemiology; Tuberculosis; Internal medicine; Transmission (telecommunications); Extrapulmonary tuberculosis; Cluster (spacecraft); Incidence (geometry); Surgery; Gastroenterology; Mycobacterium tuberculosis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008503465,0.0002031122,0.0009111851,0.0001541924,0.00005122885,0.000002081944,0.0001529524,0.0001782535,0.0002559491],"category_scores_gemma":[0.002508988,0.0001517899,0.0002092659,0.0002791474,0.0001764071,0.00005916186,0.0000613371,0.0003647305,0.00007773726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110381,"about_ca_system_score_gemma":0.00009880405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657008,"about_ca_topic_score_gemma":0.00003411432,"domain_scores_codex":[0.9973252,0.000840207,0.0006520378,0.0004512741,0.0002677071,0.0004636192],"domain_scores_gemma":[0.9981836,0.0006950297,0.0001282548,0.0004543621,0.0002020952,0.0003366588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002485204,0.004842524,0.9224163,0.0001038655,0.001093422,0.0001316554,0.003187788,0.0003841436,0.01982102,0.0007694609,0.0008982358,0.04386644],"study_design_scores_gemma":[0.006597782,0.004664718,0.9649052,0.0001690923,0.000281019,0.000005492826,0.0006164091,0.0001379311,0.01002681,0.01179541,0.0005873926,0.0002127161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909234,0.0005490131,0.00226917,0.00431693,0.00005266505,0.0008714758,0.00003240583,0.00004439567,0.0009405151],"genre_scores_gemma":[0.9921509,0.0001520361,0.006224847,0.001248092,0.00005394023,0.00004578149,0.00007528932,0.00002585295,0.00002323648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04365372,"threshold_uncertainty_score":0.6189814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693534750562032,"score_gpt":0.3608043386115345,"score_spread":0.3238689911059142,"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."}}