{"id":"W4409823215","doi":"10.1177/08404704251334920","title":"Climate-resilient acute care clinical operations: A framework that informs how operations within acute care build climate-resilient health systems","year":2025,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Operationalization; Health care; Business; Acute care; Adaptation (eye); Corporate governance; Environmental resource management; Process management; Sustainability; Resilience (materials science); Climate change; Healthcare system; Environmental planning; Political science; Psychology; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0257488,0.00137369,0.0006371271,0.005041258,0.01359358,0.02273277,0.005648777,0.005434547,0.005208338],"category_scores_gemma":[0.01593619,0.00061235,0.001316139,0.003917843,0.03455286,0.01195343,0.01423546,0.007147792,0.0009610173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03613212,"about_ca_system_score_gemma":0.1275632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.103763,"about_ca_topic_score_gemma":0.1938968,"domain_scores_codex":[0.9845228,0.009015814,0.0006099102,0.000884177,0.001939545,0.003027704],"domain_scores_gemma":[0.9850414,0.00458373,0.001050252,0.0009663619,0.002986165,0.005372033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001997908,0.0001244397,0.004960901,0.0004162439,0.00002975835,0.0005206271,0.02236529,0.008749615,0.000386677,0.9033082,0.02261914,0.03649908],"study_design_scores_gemma":[0.00002742842,0.000120066,0.005143361,0.002500508,0.00003520723,0.0003481377,0.06941886,0.006850565,0.0003843578,0.5770367,0.3380021,0.0001327566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03440197,0.006835682,0.3138287,0.3570506,0.001749723,0.002190919,0.0006069529,0.0007408712,0.2825947],"genre_scores_gemma":[0.6311619,0.007539752,0.3339097,0.01299056,0.0005739142,0.001524672,0.00053586,0.0002104432,0.0115532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.103763,"threshold_uncertainty_score":0.2621581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856726121760316,"score_gpt":0.3731652053734164,"score_spread":0.3345979441558132,"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."}}