{"id":"W4205241060","doi":"10.5430/jha.v10n5p24","title":"Operationalizing the emergent management of psychiatric patients during the COVID-19 pandemic at an academic public hospital","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Triage; Mental health; Operationalization; Medicine; Pandemic; Public health; Medical emergency; Emergency department; Unit (ring theory); Nursing; Coronavirus disease 2019 (COVID-19); Psychology; Psychiatry; Disease","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":[0.01177758,0.0006470162,0.0002710303,0.0009297844,0.00393806,0.004022644,0.0024713,0.0007564044,0.003039878],"category_scores_gemma":[0.02844637,0.0003807588,0.0004362739,0.0005510905,0.002120409,0.002720077,0.009276503,0.002107433,0.0006262198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007816015,"about_ca_system_score_gemma":0.01923217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007427638,"about_ca_topic_score_gemma":0.01441262,"domain_scores_codex":[0.9885308,0.006662288,0.0008681669,0.0005866048,0.00108873,0.002263457],"domain_scores_gemma":[0.9852085,0.002366612,0.003028247,0.0005821015,0.002320375,0.00649413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001085666,0.003253404,0.5855696,0.001519078,0.0001669106,0.007817476,0.08794957,0.006501226,0.006078171,0.003091609,0.0358371,0.2611303],"study_design_scores_gemma":[0.000206526,0.008510415,0.4013789,0.001945993,0.0001795711,0.003684389,0.5268528,0.01339496,0.004995906,0.003060292,0.03545777,0.0003324446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671146,0.0004174195,0.004203128,0.01600531,0.000342578,0.001562279,0.0002166611,0.0002359663,0.009902056],"genre_scores_gemma":[0.9869369,0.0004728711,0.009528765,0.001692218,0.0001468253,0.00037532,0.0001841869,0.00002776735,0.0006350378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177758,"threshold_uncertainty_score":0.06228656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001197781996826,"score_gpt":0.4054943883406725,"score_spread":0.3354824105207043,"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."}}