{"id":"W3156239134","doi":"10.5430/jha.v10n2p38","title":"Emergency department use of monoclonal antibody therapy in high risk COVID positive patients","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Protocol (science); Medical emergency; Emergency department; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Food and drug administration; Receipt; Emergency medicine; Alternative medicine; Internal medicine; Nursing; Disease; Pathology; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002156613,0.0001115077,0.0002746971,0.0001301437,0.00003298235,0.00002061122,0.00006351685,0.0000699403,0.00003117623],"category_scores_gemma":[0.0003653976,0.0000917348,0.000150264,0.000239996,0.00003439473,0.0002684527,0.00001810837,0.0002394115,0.000003358565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171821,"about_ca_system_score_gemma":0.0006822378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006478559,"about_ca_topic_score_gemma":0.00003273152,"domain_scores_codex":[0.9983771,0.000107298,0.0006378309,0.000140046,0.0005852521,0.0001524727],"domain_scores_gemma":[0.9985377,0.00007108823,0.0004278019,0.0001233822,0.0007818026,0.00005824033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001284637,0.003120048,0.9826217,0.00001960436,0.0001244054,0.0003994275,0.0002206966,0.000001985247,0.01002598,0.00005768229,0.0001540694,0.00196977],"study_design_scores_gemma":[0.002346256,0.01544311,0.843641,0.00005699805,0.00003634551,0.00002973799,0.00008009393,0.00002721437,0.1374702,0.0002427835,0.000546757,0.00007945829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986097,0.000254064,0.0001287778,0.0003452789,0.0002986933,0.0002462467,0.00004879241,0.000003230964,0.00006524902],"genre_scores_gemma":[0.9985141,0.0002476368,0.000441077,0.000625819,0.0001110356,0.000003666569,0.00003921492,0.0000103904,0.000007115462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389807,"threshold_uncertainty_score":0.3740837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672865029042085,"score_gpt":0.3503243086704683,"score_spread":0.3235956583800474,"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."}}