{"id":"W4221086597","doi":"10.17269/s41997-022-00611-1","title":"Development and implementation of a Heat Alert and Response System in rural British Columbia","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Interior Health","funders":"Health Canada; British Columbia Centre for Disease Control; Environment and Climate Change Canada","keywords":"Context (archaeology); Environmental planning; Business; Environmental resource management; Community health; Political science; Geography; Economic growth; Health care; Economics","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":[0.002971896,0.0003386539,0.0002568325,0.0008648011,0.0049114,0.00238369,0.002130053,0.0008627068,0.003390944],"category_scores_gemma":[0.006729249,0.0004439982,0.0002352273,0.001236634,0.0009062324,0.000589327,0.00231548,0.001114315,0.0003911723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04222108,"about_ca_system_score_gemma":0.1755085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9642571,"about_ca_topic_score_gemma":0.9777076,"domain_scores_codex":[0.9969652,0.000979534,0.0001597482,0.0002243236,0.0006808034,0.0009904011],"domain_scores_gemma":[0.9910735,0.0007274778,0.0003211268,0.0002702073,0.004943321,0.00266437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001818797,0.006306969,0.3013897,0.001193118,0.0002096119,0.002987848,0.03674024,0.01787119,0.03891588,0.004054106,0.02453853,0.563974],"study_design_scores_gemma":[0.0006083102,0.004017666,0.7907201,0.0005581039,0.0002181244,0.0002430257,0.08854716,0.02520428,0.008600581,0.0005798978,0.08049,0.0002126906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713088,0.0001684624,0.001840177,0.00341614,0.00005963515,0.002998225,0.000532482,0.0002566976,0.01941948],"genre_scores_gemma":[0.9715809,0.0003185119,0.01048485,0.00092693,0.000009190844,0.0008752327,0.0004848753,0.0000420791,0.01527752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04222108,"threshold_uncertainty_score":0.3063368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627746111127718,"score_gpt":0.3018660807090106,"score_spread":0.2455886195977334,"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."}}