{"id":"W3192256428","doi":"10.3390/gidisord3030012","title":"Climate Change and Enteric Infections in the Canadian Arctic: Do We Know What’s on the Horizon?","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University; McGill University; University of British Columbia","funders":"","keywords":"Cryptosporidium; Climate change; Outbreak; Campylobacter; Campylobacteriosis; Arctic; Waterborne diseases; Transmission (telecommunications); Livelihood; Indigenous; Environmental health; Geography; Biology; Ecology; Agriculture; Medicine; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005085877,0.0001442359,0.0001823593,0.0001298059,0.0002770333,0.0001168121,0.0001087845,0.00002774179,0.0001450246],"category_scores_gemma":[0.001258787,0.00008972621,0.00007227051,0.0002818902,0.0002133822,0.0001089312,0.00005657132,0.0006092658,0.00005318484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028603,"about_ca_system_score_gemma":0.0001020635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01583024,"about_ca_topic_score_gemma":0.3990518,"domain_scores_codex":[0.9983225,0.0004100916,0.000180466,0.0002573468,0.000161204,0.0006683219],"domain_scores_gemma":[0.9992852,0.0001574753,0.00003407961,0.0002419214,0.00006781017,0.0002135057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000194089,0.000357364,0.804267,0.0001155869,0.00002286459,0.0006793163,0.0005952453,0.000006875497,0.0001459489,0.002958415,0.003106658,0.1875506],"study_design_scores_gemma":[0.001232463,0.004095623,0.9496929,0.00303873,0.00002984888,0.008156787,0.007414024,0.0003423432,0.000001820298,0.001410761,0.02443797,0.0001467593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6357075,0.003424077,0.00005690261,0.3574907,0.0001819866,0.0008387968,0.00003552047,0.00003003051,0.002234525],"genre_scores_gemma":[0.9830037,0.01298482,0.0001692316,0.003515641,0.00009502855,0.0001518297,0.00002512072,0.00001375793,0.00004083372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3832216,"threshold_uncertainty_score":0.9907234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398445103545115,"score_gpt":0.2968816807389124,"score_spread":0.2570371703844009,"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."}}