{"id":"W3131751018","doi":"10.32799/ijih.v16i2.33236","title":"Climate Change and Vibrio cholerae in Herring Eggs: The Role of Indigenous Communities in Public Health Outbreak Responses","year":2021,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; Government of Canada; University of Victoria; Island Health; University of British Columbia; Provincial Health Services Authority; University of Waterloo; Environment and Climate Change Canada","funders":"Government of Canada; Canadian Food Inspection Agency","keywords":"Indigenous; Outbreak; Public health; Geography; Intervention (counseling); Climate change; Vibrio cholerae; Environmental planning; Environmental resource management; Environmental health; Political science; Ecology; Medicine; Biology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.008938466,0.0003034296,0.0002886604,0.0007979725,0.01407378,0.005465303,0.001503806,0.002008953,0.002262203],"category_scores_gemma":[0.01325877,0.0003208157,0.000346473,0.0008042786,0.01196647,0.003037558,0.00948552,0.002782279,0.0001299805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01153805,"about_ca_system_score_gemma":0.02354522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2554601,"about_ca_topic_score_gemma":0.3344991,"domain_scores_codex":[0.9905168,0.006453469,0.0002148129,0.0002844925,0.000633781,0.001896636],"domain_scores_gemma":[0.9916397,0.00412906,0.0010329,0.0002410568,0.001168852,0.001788363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004087426,0.0001594172,0.03371344,0.0004759376,0.00002918771,0.001757754,0.9227988,0.0001593374,0.0006194954,0.004930281,0.001763411,0.03355206],"study_design_scores_gemma":[0.000004547118,0.00006241431,0.02846499,0.0004855181,0.00002294969,0.0002512149,0.9553877,0.000126521,0.0001310751,0.001456004,0.01357769,0.00002942462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023308,0.006457233,0.0009000425,0.05318179,0.0003889207,0.0001303283,0.00002942801,0.00002104991,0.03656039],"genre_scores_gemma":[0.9946622,0.00256742,0.0003639679,0.001444947,0.00005796492,0.00003571919,0.000007250857,0.000004991979,0.0008554671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2554601,"threshold_uncertainty_score":0.5079464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139170065486918,"score_gpt":0.4645652831102186,"score_spread":0.3253952176233006,"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."}}