{"id":"W4224939718","doi":"10.18280/ijdne.170219","title":"Hospital Preparedness in Facing COVID-19 Pandemic: A Systematic Literature Review","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Pandemic; Inclusion (mineral); Coronavirus disease 2019 (COVID-19); Guideline; Medical emergency; Medicine; Indonesian; Emergency management; Systematic review; Health care; MEDLINE; Psychology; Political science; Disease; Pathology; Infectious disease (medical specialty)","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":[0.01324652,0.001287765,0.00476051,0.01560581,0.001252546,0.003653827,0.001842294,0.002403889,0.003910858],"category_scores_gemma":[0.0524552,0.001125129,0.00546433,0.01349114,0.001053989,0.003815623,0.002003686,0.001241413,0.0002742548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005019821,"about_ca_system_score_gemma":0.02753433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009315921,"about_ca_topic_score_gemma":0.03255746,"domain_scores_codex":[0.9886463,0.003841417,0.004340536,0.0007128795,0.002086662,0.0003723107],"domain_scores_gemma":[0.9578011,0.03132926,0.005424136,0.0006035013,0.004211088,0.0006307717],"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":[0.00006945038,0.00003640263,0.001606796,0.9591213,0.003152007,0.0002213431,0.001092695,0.00008316919,0.0001204615,0.0003583073,0.001580134,0.03255807],"study_design_scores_gemma":[0.00007563803,0.000165838,0.004848403,0.9574081,0.01800895,0.0005179933,0.002474381,0.00007598136,0.0001462165,0.000290084,0.01594723,0.00004125228],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004393486,0.9913147,0.000438147,0.0009672344,0.0002514313,0.00136964,0.0005698319,0.00001289155,0.0006826079],"genre_scores_gemma":[0.03156781,0.9635291,0.001625269,0.0009394261,0.0001389166,0.00173604,0.0002920403,0.000006450515,0.0001648898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01560581,"threshold_uncertainty_score":0.07005513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761480141025843,"score_gpt":0.3952716145226309,"score_spread":0.3576568131123725,"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."}}