{"id":"W3217354347","doi":"10.1097/ede.0000000000001414","title":"What Can Genetic Relatedness Tell Us About Risk Factors for Tuberculosis Transmission?","year":2021,"lang":"en","type":"article","venue":"Epidemiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences","keywords":"Tuberculosis; Proxy (statistics); Transmission (telecommunications); Genetic variation; Risk assessment; Mycobacterium tuberculosis","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":[0.007588678,0.0004879866,0.0008368136,0.001087132,0.0005982341,0.001273851,0.0007371075,0.001186738,0.002001792],"category_scores_gemma":[0.05964411,0.000423155,0.001154925,0.001695208,0.001311785,0.002109516,0.0006840018,0.001295816,0.0002345376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008839264,"about_ca_system_score_gemma":0.0007714233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214791,"about_ca_topic_score_gemma":0.01294099,"domain_scores_codex":[0.9968404,0.002404287,0.00009700335,0.0004425627,0.0001240457,0.00009171297],"domain_scores_gemma":[0.9711949,0.02367374,0.00290036,0.001315503,0.0004773393,0.0004380447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002984241,0.0001046834,0.8870897,0.0001751107,0.00102438,0.0002459792,0.0006845797,0.07137407,0.0005407556,0.005405106,0.0009512662,0.03210595],"study_design_scores_gemma":[0.0001941661,0.0004511756,0.5584124,0.0002495617,0.001199862,0.0006288648,0.0008600861,0.3657055,0.0005985113,0.06824166,0.00333024,0.000127928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494923,0.00184538,0.0432337,0.002798351,0.00006354976,0.00005245124,0.0007346534,0.00009703582,0.001682624],"genre_scores_gemma":[0.99256,0.0004072209,0.006401445,0.0001995992,0.00003623955,0.00002157648,0.0002308594,0.000012841,0.0001302366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214791,"threshold_uncertainty_score":0.0401333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168751812192499,"score_gpt":0.3606655204651198,"score_spread":0.3089780023431948,"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."}}