{"id":"W7118575456","doi":"10.1007/s12630-025-03051-w","title":"Association between extreme weather events and postoperative adverse outcomes: a systematic review","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Extreme weather; Association (psychology); Adverse effect; Event (particle physics); MEDLINE; Extreme heat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00519738,0.001042917,0.005204957,0.00408324,0.0004954592,0.002059276,0.001504292,0.002378245,0.003933667],"category_scores_gemma":[0.03298745,0.001169913,0.01241005,0.006195312,0.000831051,0.001739305,0.001426828,0.001524555,0.0002444056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477486,"about_ca_system_score_gemma":0.005369002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116694,"about_ca_topic_score_gemma":0.04274648,"domain_scores_codex":[0.9941958,0.001426042,0.002775829,0.0007276025,0.0006655229,0.000209242],"domain_scores_gemma":[0.9690101,0.02065939,0.008042835,0.0005584593,0.001399053,0.0003302456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008073107,0.00005400636,0.02369815,0.8242145,0.1354746,0.0002034366,0.0002393159,0.0001985748,0.0001688606,0.0001358852,0.001318135,0.0134872],"study_design_scores_gemma":[0.001099964,0.0005383921,0.06570145,0.3185923,0.6038471,0.0006256104,0.0005599399,0.0001906357,0.000167324,0.0003184119,0.008242621,0.0001162911],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007220104,0.991145,0.0001341904,0.0001908269,0.0001419993,0.0001448284,0.0008572777,0.000006295027,0.0001594732],"genre_scores_gemma":[0.1395714,0.8572018,0.0008237341,0.001085399,0.0001823943,0.0003613122,0.0006144191,0.00000846977,0.0001510108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0116694,"threshold_uncertainty_score":0.02748668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579797613189719,"score_gpt":0.2643005484525749,"score_spread":0.2385025723206777,"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."}}