{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004196001,0.0006144295,0.001984861,0.0005591995,0.002588405,0.00387775,0.001430557,0.03272533,0.009902907],"category_scores_gemma":[0.02137583,0.0004568471,0.001147115,0.0005936362,0.003106426,0.007878209,0.002216168,0.03564363,0.005154344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405157,"about_ca_system_score_gemma":0.00365869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003462647,"about_ca_topic_score_gemma":0.006000197,"domain_scores_codex":[0.9969764,0.001513004,0.000376578,0.0002957785,0.0004504779,0.0003877807],"domain_scores_gemma":[0.9861503,0.007891187,0.001084944,0.0005215003,0.002118669,0.002233447],"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":[0.0001438861,0.0001534495,0.006553871,0.0006310768,0.0001033251,0.008230534,0.001132568,0.0001638288,0.000491907,0.00628916,0.9097705,0.06633594],"study_design_scores_gemma":[0.0001584599,0.0001538548,0.005554762,0.001880166,0.0001322804,0.009714842,0.005088885,0.0006603206,0.0002372912,0.04203545,0.934229,0.0001547949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000351466,0.007116165,0.0000848585,0.9838288,0.007978986,0.000002379375,0.00001935794,0.000009669583,0.0006083621],"genre_scores_gemma":[0.01369782,0.01642415,0.0005361072,0.8384801,0.1284612,0.0000249262,0.00004841175,0.00002219745,0.002305121],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03272533,"threshold_uncertainty_score":0.0331285,"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."}}