{"id":"W3043387461","doi":"10.4097/kja.20354","title":"Anesthesia guidelines for COVID-19 patients: a narrative review and appraisal","year":2020,"lang":"en","type":"review","venue":"Korean journal of anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Government (linguistics); MEDLINE; CLARITY; Audit; Family medicine; Accounting; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001130493,0.0005658703,0.004996842,0.0002734322,0.00009084367,0.00001393474,0.0002962684,0.0004257836,0.00008045424],"category_scores_gemma":[0.004123127,0.0003520474,0.0009426188,0.0002157304,0.0001697108,0.00008057796,0.00003039105,0.0004937944,0.000009687806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008951903,"about_ca_system_score_gemma":0.002043015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.54737e-7,"about_ca_topic_score_gemma":2.442767e-7,"domain_scores_codex":[0.9964782,0.0004226047,0.00210506,0.0004217681,0.0002484917,0.0003238823],"domain_scores_gemma":[0.9950292,0.000589872,0.002147574,0.0002861413,0.001084479,0.0008627912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003255372,0.0001337443,0.000135761,0.09049679,0.0005935991,0.002238766,0.0003119063,6.406461e-8,7.966138e-7,0.0001969902,0.2396786,0.6658874],"study_design_scores_gemma":[0.001133123,0.005191858,0.000007206314,0.01210837,0.004567357,0.01747984,0.00008942631,3.018013e-7,6.274989e-7,0.0001053287,0.95904,0.0002765294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004273978,0.9902506,0.0001431883,0.007700602,0.0001183875,0.001691644,0.00001110099,0.00002095511,0.00002080069],"genre_scores_gemma":[7.775178e-7,0.9646123,0.003285613,0.03107954,0.0006352136,0.00006269606,0.0001468566,0.00007436425,0.0001026202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7193614,"threshold_uncertainty_score":0.9998931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367469380039395,"score_gpt":0.4428099423034413,"score_spread":0.3060630042995018,"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."}}