{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000925533,0.000138881,0.0001335407,0.000266798,0.0006913406,0.0007001891,0.0003537806,0.0003490224,0.006906735],"category_scores_gemma":[0.003862664,0.00008346388,0.0001593383,0.0002146168,0.0003213342,0.0003737589,0.0008552904,0.0007277313,0.0006622599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102602,"about_ca_system_score_gemma":0.002318648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259905,"about_ca_topic_score_gemma":0.004121709,"domain_scores_codex":[0.9988934,0.0005309627,0.0001265584,0.00007179212,0.0001817404,0.0001954955],"domain_scores_gemma":[0.9970897,0.0006665428,0.001344182,0.00006270132,0.0002255226,0.0006113922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006092026,0.001053682,0.7720862,0.001312883,0.0000912394,0.009046737,0.002163506,0.001041024,0.005806752,0.001916173,0.04883736,0.1560352],"study_design_scores_gemma":[0.0001912576,0.004178479,0.8473826,0.002206214,0.0001115791,0.02554755,0.007532202,0.002237981,0.004784336,0.001586739,0.1041652,0.00007582874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780173,0.009458439,0.002672502,0.03305876,0.0003849715,0.0004279167,0.0005597511,0.0001901423,0.07523018],"genre_scores_gemma":[0.9905962,0.002363384,0.001579223,0.00372619,0.0002288653,0.00007003775,0.0001546599,0.00001317635,0.001268262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006906735,"threshold_uncertainty_score":0.02310538,"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."}}