{"id":"W3085357481","doi":"10.1097/ccm.0000000000004630","title":"Coronavirus Disease 2019 Prediction Modeling: Everything Old Is NEWS Again*","year":2020,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Pandemic; Observational study; Epidemiology; Disease; Coronavirus disease 2019 (COVID-19); Health care; Public health; Intensive care medicine; MEDLINE; Medical emergency; Infectious disease (medical specialty); Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01365304,0.001146389,0.001482702,0.0015282,0.0004581196,0.003769131,0.001952702,0.00209705,0.003213817],"category_scores_gemma":[0.04252522,0.0005639647,0.002690266,0.00173405,0.0006027938,0.002594395,0.001522994,0.003344452,0.0007809076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136628,"about_ca_system_score_gemma":0.002426307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01211581,"about_ca_topic_score_gemma":0.01070911,"domain_scores_codex":[0.9947495,0.003403165,0.0004513367,0.0005172036,0.0007442668,0.000134596],"domain_scores_gemma":[0.9659939,0.02888392,0.00121096,0.001038352,0.002395633,0.0004772821],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001120052,0.0002869649,0.104519,0.006303491,0.004751476,0.000464395,0.0004910826,0.1642914,0.000554622,0.018252,0.1738662,0.5250994],"study_design_scores_gemma":[0.0003894802,0.0008569305,0.02131332,0.007945375,0.002988455,0.0006634077,0.0006459087,0.6841804,0.001052312,0.1083383,0.171278,0.0003479604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08308953,0.2978069,0.2718281,0.3078481,0.008796015,0.0003730682,0.01577399,0.002380219,0.01210409],"genre_scores_gemma":[0.6583778,0.1227178,0.150219,0.03219495,0.0126598,0.0006399843,0.01840071,0.0007852417,0.004004696],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.986347,"threshold_uncertainty_score":0.07220507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818604428499705,"score_gpt":0.3976389476697323,"score_spread":0.2157785048197618,"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."}}