{"id":"W4414000933","doi":"10.63564/jha.v14n2p16","title":"Natural disasters in the United States: Hurricane risk, hospital closures, and healthcare finance","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Natural disaster; Hurricane katrina; Health care; Natural (archaeology); Medical emergency; Finance; Medicine; Business; Geography; Political science; Meteorology; Archaeology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009210035,0.00018171,0.0001217073,0.001058203,0.0003135178,0.0006337554,0.0002442083,0.0001704622,0.003269264],"category_scores_gemma":[0.004467873,0.00007948148,0.0002211645,0.001827041,0.0003139428,0.000328835,0.0005830915,0.0004977731,0.0001861784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008801919,"about_ca_system_score_gemma":0.001020735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0263219,"about_ca_topic_score_gemma":0.02762479,"domain_scores_codex":[0.9995713,0.0001617931,0.00005131101,0.00004348525,0.0001091804,0.00006295655],"domain_scores_gemma":[0.9948003,0.001091431,0.002888788,0.00008929721,0.0005338456,0.0005961587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001385476,0.0000332313,0.9949754,0.00001210891,0.00002568785,0.00003909529,0.0001023058,0.0002110267,0.000007707113,0.00008578114,0.001815826,0.002677901],"study_design_scores_gemma":[0.000001948587,0.0000224377,0.9976683,0.00002258667,0.00001049495,0.00007760198,0.000693377,0.0004644094,0.00001465737,0.00007981413,0.0009414086,0.00000290509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901286,0.001212924,0.0001814471,0.002383442,0.00004301871,0.00003141217,0.002341792,0.00001203414,0.003665503],"genre_scores_gemma":[0.9973146,0.0005386793,0.0001386918,0.0001760077,0.00007021408,0.00002863142,0.00136011,0.000002980644,0.0003699948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0263219,"threshold_uncertainty_score":0.05233735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384913545956999,"score_gpt":0.3626704399123051,"score_spread":0.3488213044527351,"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."}}