{"id":"W4405713429","doi":"10.29173/hsi473","title":"Western Canada’s 2021 heatwave will happen again: Why we need to better protect older adults","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pierre Elliott Trudeau Foundation","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; History; Virology; Outbreak; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001934884,0.0002512255,0.0003113412,0.0001639686,0.00188597,0.00007538973,0.0008193967,0.00003964012,0.004840144],"category_scores_gemma":[0.00004717467,0.000241521,0.00003771184,0.001518102,0.0003590905,0.0006103535,0.001151258,0.0004143265,0.0002919243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269572,"about_ca_system_score_gemma":0.001303517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3855349,"about_ca_topic_score_gemma":0.3356878,"domain_scores_codex":[0.9948295,0.0001215543,0.0005042689,0.0008172291,0.001747661,0.001979762],"domain_scores_gemma":[0.9974756,0.00004452601,0.0001952947,0.0006114665,0.0000223206,0.001650763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001609605,0.0003110684,0.1578784,0.0002686258,0.000003859657,0.00007757817,0.06038009,0.0009330273,0.0008219971,0.00001389132,0.663866,0.1152844],"study_design_scores_gemma":[0.001121835,0.001085473,0.4582541,0.000378257,0.000006312133,0.0001384341,0.01467084,0.0008087675,0.0004416525,0.00007801708,0.5220268,0.0009894563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7772285,0.0002259519,0.00008367426,0.2181183,0.001635352,0.002086653,0.00005135357,0.0000448666,0.0005253746],"genre_scores_gemma":[0.8633426,0.00004918523,0.0003936664,0.1351732,0.0003776469,0.0003237973,0.00001401754,0.00002895902,0.000296879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003757,"threshold_uncertainty_score":0.9994134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05770780443555258,"score_gpt":0.3227509045858438,"score_spread":0.2650431001502912,"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."}}