{"id":"W2896044975","doi":"10.1007/s10393-018-1385-7","title":"The Influence of Climate and Livestock Reservoirs on Human Cases of Giardiasis","year":2018,"lang":"en","type":"article","venue":"EcoHealth","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Guelph","funders":"Canadian Institutes of Health Research; Environment and Climate Change Canada; Canada Research Chairs; Public Health Agency; Public Health Agency of Canada","keywords":"Livestock; Poisson regression; Animal ecology; Environmental health; Geography; Veterinary medicine; Public health; Environmental science; Ecology; Biology; Medicine; Population","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":[0.0004473376,0.0001319405,0.0001618617,0.0004616272,0.0005557566,0.0006026892,0.0003053594,0.0001370463,0.0008985526],"category_scores_gemma":[0.002309412,0.0001486397,0.0002251682,0.001079074,0.0004676946,0.0002311051,0.0003924628,0.0002263988,0.00006415867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374024,"about_ca_system_score_gemma":0.004223392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.896506,"about_ca_topic_score_gemma":0.9441963,"domain_scores_codex":[0.9993908,0.0001449352,0.00002887301,0.00006946239,0.0001759544,0.0001900116],"domain_scores_gemma":[0.9987097,0.0002218982,0.0004200912,0.00008780442,0.000354101,0.0002063586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002636952,0.00000377689,0.9982876,0.000005952817,0.00001974046,0.00003204129,0.0001098632,0.0000607437,0.000123623,0.00001671802,0.0000877494,0.001225895],"study_design_scores_gemma":[2.705117e-7,0.000004140605,0.9996843,0.000002836545,0.000005348145,0.00002038985,0.0001030175,0.00005322341,0.00001322169,0.000004005599,0.0001085052,8.152028e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969168,0.0005570027,0.0001120064,0.0001249284,0.000003912358,0.000006987228,0.0008493329,0.000004195162,0.0014249],"genre_scores_gemma":[0.9992734,0.0002270799,0.0000544123,0.00001196811,0.000002865072,0.000001845171,0.0002662859,0.000001339161,0.0001609142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.896506,"threshold_uncertainty_score":0.2082071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473622177225732,"score_gpt":0.3313663756719475,"score_spread":0.3066301538996902,"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."}}