{"id":"W2901248318","doi":"10.1016/j.actatropica.2018.11.016","title":"Tuberculosis evolution and climate change: How much work is ahead?","year":2018,"lang":"en","type":"letter","venue":"Acta Tropica","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Tuberculosis; Climate change; Mycobacterium tuberculosis; Infectious disease (medical specialty); Extensively drug-resistant tuberculosis; Disease; Medicine; Environmental health; Geography; Biology; Ecology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001092818,0.0003537677,0.0006053206,0.0001873918,0.0001489583,0.00009914738,0.0001388242,0.0007817933,0.0008566729],"category_scores_gemma":[0.00008108188,0.0002917722,0.0001689312,0.0002428365,0.0001399358,0.0001321326,0.0001015537,0.0009116415,0.0001283687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861698,"about_ca_system_score_gemma":0.0001654011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311646,"about_ca_topic_score_gemma":0.000007378487,"domain_scores_codex":[0.9978041,0.00009412852,0.0002596762,0.0006017275,0.0004555186,0.0007848645],"domain_scores_gemma":[0.9985778,0.00008235671,0.0001510521,0.0007028183,0.0001443572,0.0003415567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005337182,0.00004002125,0.006610036,0.0008664804,0.00009421867,0.00007201258,0.0001534618,1.663106e-10,0.000002019634,0.00003146493,0.982637,0.009439939],"study_design_scores_gemma":[0.000600385,0.0003350895,0.04276236,0.0005389436,0.0003852332,0.00004132632,0.00005134223,0.0000124267,0.000001827848,0.00008265392,0.9549268,0.000261631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01808265,0.001332581,0.000009524666,0.9753672,0.001102971,0.0007139968,0.0001690221,0.000108721,0.003113254],"genre_scores_gemma":[0.1707082,0.0018989,0.0002970845,0.8008804,0.02292416,0.0001172247,0.0005235795,0.00009484795,0.002555544],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1744868,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172416593771001,"score_gpt":0.2798652446920231,"score_spread":0.2481410787543131,"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."}}