{"id":"W3120420078","doi":"10.1186/s13054-020-03415-2","title":"Knowledge translation tools to guide care of non-intubated patients with acute respiratory illness during the COVID-19 Pandemic","year":2021,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Intubation; Intensive care medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Mechanical ventilation; Ventilation (architecture); Work of breathing; Emergency medicine; Anesthesia; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.009086316,0.001133252,0.001647489,0.004564248,0.000886763,0.004656973,0.002500764,0.003862393,0.03013346],"category_scores_gemma":[0.05822098,0.0003914291,0.002384727,0.002371633,0.001002739,0.005053888,0.005010215,0.004125688,0.008842001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275666,"about_ca_system_score_gemma":0.01208731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004136161,"about_ca_topic_score_gemma":0.007834785,"domain_scores_codex":[0.9952964,0.002466763,0.0009260929,0.0002382294,0.0008125557,0.000260057],"domain_scores_gemma":[0.9681637,0.02175457,0.002533221,0.001034886,0.005040742,0.00147295],"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":[0.0001357632,0.0001471941,0.001348725,0.02584527,0.0002322779,0.0006387542,0.0008028113,0.0009498409,0.0002763222,0.01416365,0.1416161,0.8138434],"study_design_scores_gemma":[0.0001419397,0.0001589517,0.002188975,0.09406848,0.0006308554,0.0007282787,0.001351347,0.001163818,0.0004841186,0.03969166,0.8592985,0.00009311197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005395213,0.3756888,0.09016788,0.3092768,0.01507202,0.004153529,0.01251703,0.003407414,0.1843212],"genre_scores_gemma":[0.06869255,0.4900211,0.3240194,0.06816422,0.007326974,0.006225843,0.0116152,0.0004525878,0.02348209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03013346,"threshold_uncertainty_score":0.1008065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354698069207939,"score_gpt":0.429341995831127,"score_spread":0.2938721889103332,"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."}}