{"id":"W4255374727","doi":"10.21203/rs.3.rs-543063/v1","title":"The Saudi Critical Care Society Practice Guidelines on the Management of COVID-19 in the ICU: Therapy Section","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Guideline; Intensive care unit; Coronavirus disease 2019 (COVID-19); Pharmacy; Psychological intervention; Grading (engineering); Intensive care medicine; MEDLINE; Health care; Family medicine; Disease; Infectious disease (medical specialty); Nursing; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05902763,0.001393688,0.001832027,0.007519786,0.002574265,0.006201151,0.002956283,0.006947637,0.01261361],"category_scores_gemma":[0.1855828,0.0008180416,0.002259999,0.007531502,0.002737692,0.002902492,0.004789081,0.006725594,0.009797023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008075533,"about_ca_system_score_gemma":0.0528318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290085,"about_ca_topic_score_gemma":0.03059607,"domain_scores_codex":[0.9538717,0.02094098,0.01535148,0.0007853254,0.007574895,0.001475607],"domain_scores_gemma":[0.7338896,0.07238196,0.03077672,0.007365883,0.1446669,0.01091909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004289884,0.0003045693,0.009155868,0.006118023,0.0001907286,0.0002927288,0.001439764,0.000529765,0.0006014236,0.01668265,0.751443,0.2128124],"study_design_scores_gemma":[0.0004135053,0.0002384555,0.01885307,0.02734999,0.0003460519,0.0005796655,0.0018425,0.0004043709,0.001046396,0.009183567,0.9396245,0.0001178976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01041241,0.1285615,0.01606375,0.6276963,0.02951755,0.009226501,0.02025728,0.0007033615,0.1575613],"genre_scores_gemma":[0.0906444,0.2843486,0.2661746,0.197482,0.02533451,0.02658374,0.04397693,0.001203204,0.06425208],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05902763,"threshold_uncertainty_score":0.3121716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.366359324589995,"score_gpt":0.6307178896547044,"score_spread":0.2643585650647094,"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."}}