{"id":"W4360600541","doi":"10.1177/08404704231157035","title":"What healthcare leadership can do in a climate crisis","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Health professionals; Business; Sustainability; Public relations; Action (physics); Organizational culture; Healthcare system; Climate change; Knowledge management; Political science; Computer science","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":[0.01643489,0.001014535,0.0007580445,0.001130808,0.01291449,0.01530291,0.001879166,0.01884429,0.01537146],"category_scores_gemma":[0.03623091,0.0004047254,0.00110469,0.0006577292,0.008184661,0.01198926,0.008485488,0.01468136,0.006546623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003006598,"about_ca_system_score_gemma":0.01668558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004201188,"about_ca_topic_score_gemma":0.01040318,"domain_scores_codex":[0.9812888,0.01250925,0.0003327071,0.0004850845,0.00150172,0.003882416],"domain_scores_gemma":[0.9607848,0.007572148,0.001801338,0.001286994,0.003932792,0.02462202],"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":[0.0001452047,0.0009672985,0.007333636,0.001110831,0.0001199367,0.001332725,0.02875384,0.000422021,0.0007784656,0.03644403,0.7706742,0.1519178],"study_design_scores_gemma":[0.0002138861,0.0005002629,0.006139734,0.003736087,0.00007267751,0.0007392269,0.146226,0.0003805702,0.000705455,0.06871991,0.7723522,0.0002140665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003130355,0.003272982,0.000971435,0.9582245,0.01027165,0.00004362422,0.00002930144,0.0001274826,0.02392866],"genre_scores_gemma":[0.2889572,0.01352846,0.005611606,0.646006,0.02014975,0.0003864413,0.0001289381,0.0002209661,0.02501058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01884429,"threshold_uncertainty_score":0.08691704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342371141808759,"score_gpt":0.3495260856783302,"score_spread":0.2152889714974543,"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."}}