{"id":"W2934773229","doi":"10.14745/ccdr.v45i04a01","title":"Climate change and infectious diseases: What can we expect?","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Public Health Agency of Canada","funders":"","keywords":"Climate change; Dengue fever; Population; Global warming; Malaria; Public health; Extreme weather; Infectious disease (medical specialty); Geography; Vulnerability (computing); Environmental health; Disease; Tick-borne disease; Medicine; Ecology; Biology; Virology; Tick; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009964209,0.0002038847,0.0003845796,0.00008516021,0.0002322046,0.00008872438,0.00009713117,0.00004738089,0.0002388981],"category_scores_gemma":[0.00007029078,0.0001861066,0.00009727425,0.00021208,0.0000687788,0.0002917346,0.0001953724,0.000211643,0.00000595209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146731,"about_ca_system_score_gemma":0.0008168449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2150689,"about_ca_topic_score_gemma":0.237086,"domain_scores_codex":[0.9986966,0.0000588572,0.0003011627,0.0002995582,0.0002749207,0.0003689607],"domain_scores_gemma":[0.9975984,0.00005110622,0.0001271656,0.00134379,0.0001040086,0.0007755456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008064798,0.0001841879,0.9881023,0.0003842418,0.0001061094,0.002338548,0.0001147995,0.000007951327,0.00003986407,0.000304693,0.001886964,0.006449739],"study_design_scores_gemma":[0.002518521,0.0002933853,0.7796702,0.001713964,0.0007662339,0.001809742,0.002648637,0.0009907308,0.00004747963,0.0002198756,0.2084583,0.0008629509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794367,0.01273316,0.000001003666,0.003168255,0.0005777423,0.0007377714,0.0000574307,0.0001204609,0.003167471],"genre_scores_gemma":[0.9907596,0.006754732,0.000007120577,0.001396084,0.00009498768,0.000128057,0.0001803418,0.0000371865,0.0006418693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208432,"threshold_uncertainty_score":0.790158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334711905279969,"score_gpt":0.2643313560651401,"score_spread":0.2409842370123404,"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."}}