{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009963959,0.0003282658,0.0003344638,0.001229351,0.0006855041,0.000781203,0.0004404849,0.0006493448,0.0009112674],"category_scores_gemma":[0.003247741,0.0004849677,0.0002771949,0.001078642,0.0004239187,0.0003811565,0.0005389914,0.0005968599,0.0002541401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005969577,"about_ca_system_score_gemma":0.0006272036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01582769,"about_ca_topic_score_gemma":0.01312434,"domain_scores_codex":[0.9989893,0.0004182597,0.00009995189,0.0001657078,0.0001849325,0.0001418925],"domain_scores_gemma":[0.9981357,0.0005446813,0.0007104814,0.00009638786,0.0002269532,0.0002858821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000788005,0.00008367217,0.9982631,0.00001470416,0.00003434157,0.0001129449,0.0001998138,0.00002377946,0.0003030572,0.00001176683,0.00004037156,0.0008338027],"study_design_scores_gemma":[0.00003161898,0.0003257724,0.9976229,0.00001849395,0.00003418836,0.0009540245,0.0004733561,0.0003179862,0.0000754865,0.00001600776,0.0001243027,0.000005940723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997532,0.00008168388,0.00003579705,0.00001467817,7.817743e-7,0.000008895205,0.0000466821,5.115172e-7,0.00005774853],"genre_scores_gemma":[0.9993865,0.0001801371,0.0001647235,0.0000300584,0.000006542959,0.00001276492,0.0001650633,8.179554e-7,0.00005342141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01582769,"threshold_uncertainty_score":0.03147113,"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."}}