{"id":"W3033862776","doi":"10.1016/s2666-5247(20)30038-0","title":"Reconsidering Mycobacterium bovis as a proxy for zoonotic tuberculosis: a molecular epidemiological surveillance study","year":2020,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Tuberculosis; Mycobacterium tuberculosis complex; Mycobacterium bovis; Mycobacterium tuberculosis; Population; Biology; Molecular epidemiology; Veterinary medicine; Virology; Microbiology; Medicine; Genotype; Genetics; Environmental health; Gene; 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":[0.002782469,0.0003239917,0.000258628,0.00207656,0.0003690998,0.001479847,0.0006986184,0.0006555379,0.00067294],"category_scores_gemma":[0.004126774,0.0002546915,0.0002655858,0.002185744,0.0003916998,0.0007947849,0.0007435743,0.0005619981,0.0001738761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004014755,"about_ca_system_score_gemma":0.0003758319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003378063,"about_ca_topic_score_gemma":0.004167956,"domain_scores_codex":[0.9984022,0.0007379225,0.0001961643,0.0002907368,0.0001545686,0.0002184536],"domain_scores_gemma":[0.9959952,0.0009588805,0.001899734,0.000272646,0.0004761679,0.0003975057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002969643,0.00002955657,0.9975061,0.00002279129,0.00003247427,0.00005842404,0.0001655514,0.00003187734,0.0004420287,0.00002616383,0.00005490252,0.001600431],"study_design_scores_gemma":[0.00000402244,0.0001217593,0.9973375,0.00002850582,0.00006464422,0.0004529555,0.0008279958,0.000610385,0.000221128,0.00003074426,0.000295421,0.000004961228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983082,0.0006725068,0.0002359643,0.0001161638,0.000005794038,0.00002018414,0.0003038366,0.000003198298,0.0003340421],"genre_scores_gemma":[0.9988813,0.0002699163,0.0004372084,0.00005068696,0.00001521552,0.000009972624,0.0002945137,0.000001348278,0.00003977065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003378063,"threshold_uncertainty_score":0.01471525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109834576256998,"score_gpt":0.3483786163886948,"score_spread":0.237395158762995,"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."}}