{"id":"W3049479644","doi":"10.1097/ccm.0000000000004538","title":"Principles Guiding Nonpandemic Critical Care Research During a Pandemic","year":2020,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Government of Canada; McMaster University","keywords":"Medicine; Pandemic; Intensive care medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7263249,0.002528023,0.004153115,0.007428102,0.01579095,0.03611241,0.01245793,0.04571067,0.002192691],"category_scores_gemma":[0.5339366,0.004526676,0.004660763,0.006729899,0.1193849,0.02249237,0.02491607,0.06010289,0.003375157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01897022,"about_ca_system_score_gemma":0.1437483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005251436,"about_ca_topic_score_gemma":0.00679209,"domain_scores_codex":[0.2346575,0.6549736,0.04748625,0.01191613,0.04418869,0.00677791],"domain_scores_gemma":[0.1903199,0.618349,0.02741206,0.05896897,0.08994059,0.01500955],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003129535,0.0004461776,0.001631282,0.006440517,0.0003070613,0.001094586,0.07324961,0.002377592,0.001145836,0.7728604,0.06781346,0.07232052],"study_design_scores_gemma":[0.000582908,0.000428652,0.001027524,0.01264341,0.0001410511,0.0008017929,0.01512008,0.001312607,0.001311343,0.6723827,0.2939532,0.0002948782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003305616,0.0125839,0.2813053,0.6362908,0.008964951,0.01655994,0.0002239418,0.0003335887,0.04043196],"genre_scores_gemma":[0.07275793,0.008689824,0.7012525,0.1761169,0.005004064,0.03115708,0.0001353415,0.0002060834,0.004680241],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2736751,"threshold_uncertainty_score":0.3374901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5900306662952957,"score_gpt":0.6047924175704443,"score_spread":0.01476175127514867,"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."}}