{"id":"W7005067242","doi":"","title":"Pandemic Responsiveness in an Acute Care Setting: A Community Hospital&amp;amp;rsquo;s Utilization of Operational Resources During COVID-19","year":2022,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Workforce; Acute care; Thematic analysis; Workforce development; Health care; Surge Capacity; Pandemic; General partnership","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01204267,0.0002961829,0.0003629712,0.001234674,0.01515978,0.005435113,0.002181836,0.001279453,0.002463445],"category_scores_gemma":[0.01702406,0.0004484682,0.0003505911,0.002375228,0.01136448,0.003448661,0.006914472,0.002547345,0.0001117664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08973017,"about_ca_system_score_gemma":0.1213001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8022811,"about_ca_topic_score_gemma":0.9080336,"domain_scores_codex":[0.9898822,0.005288377,0.0004363638,0.0005574332,0.001383128,0.00245257],"domain_scores_gemma":[0.9859912,0.005971114,0.001762901,0.0004239597,0.002563859,0.003287013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002959894,0.00004077846,0.01950902,0.0003271856,0.0000081484,0.0005488716,0.9633324,0.00008672351,0.000281736,0.004345327,0.003631347,0.007858891],"study_design_scores_gemma":[0.000002681407,0.00001475626,0.006685558,0.0001761665,0.000002473719,0.00004127842,0.9864732,0.00005537751,0.00004450005,0.0001787908,0.006314027,0.00001115411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556578,0.0009778751,0.001241753,0.02563373,0.00009698502,0.0006103725,0.0003962335,0.00002208596,0.01536312],"genre_scores_gemma":[0.9944302,0.0006035856,0.0008013028,0.002113631,0.00001249655,0.0002795776,0.00007253748,0.00001366998,0.001673039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8022811,"threshold_uncertainty_score":0.651041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07493361618057369,"score_gpt":0.3624254185611522,"score_spread":0.2874918023805785,"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."}}