{"id":"W4310675804","doi":"10.3389/fpubh.2022.1035212","title":"Water supply emergency preparedness and response in health care facilities: A systematic review on international evidence","year":2022,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Bundesministerium für Bildung und Forschung","keywords":"Preparedness; Emergency management; Water supply; Health care; Business; Sanitation; Medical emergency; Environmental planning; Medicine; Environmental health; Environmental science; Operations management; Engineering; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01238787,0.001479181,0.007153811,0.01809746,0.0009037228,0.003465529,0.002457523,0.002424805,0.005792242],"category_scores_gemma":[0.06423239,0.001202934,0.006583095,0.0215396,0.001163615,0.003451732,0.002525074,0.00141918,0.0003821241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006300954,"about_ca_system_score_gemma":0.02167062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130966,"about_ca_topic_score_gemma":0.02986525,"domain_scores_codex":[0.9874583,0.004219043,0.004863825,0.0008610233,0.002158136,0.0004395713],"domain_scores_gemma":[0.9413157,0.04415182,0.008837256,0.0006931386,0.004479257,0.0005228785],"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":[0.00008069875,0.00001565396,0.0006570753,0.9704173,0.002336226,0.00008647629,0.0003521423,0.00006427077,0.00006088099,0.0001840994,0.001065013,0.02468023],"study_design_scores_gemma":[0.00006921576,0.00009131923,0.002693122,0.9736472,0.01505107,0.0001897227,0.000492377,0.00004519863,0.00006600584,0.00013327,0.007503153,0.00001837324],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001601513,0.9962602,0.0002081096,0.0003715883,0.00007915058,0.0004829614,0.000589416,0.000009036611,0.0003979698],"genre_scores_gemma":[0.01471438,0.9830052,0.0006133999,0.0004072869,0.00004888121,0.0008462259,0.0002945697,0.00000501327,0.00006502907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01809746,"threshold_uncertainty_score":0.06551409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614812206954347,"score_gpt":0.4643982100357908,"score_spread":0.3029169893403562,"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."}}