{"id":"W3018087367","doi":"10.1186/s13054-020-02902-w","title":"Clinical determinants for fatality of 44,672 patients with COVID-19","year":2020,"lang":"en","type":"letter","venue":"Critical Care","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":281,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"National Natural Science Foundation of China","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Case fatality rate; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Emergency medicine; Medical emergency; Intensive care medicine; Family medicine; Virology; Epidemiology; Internal medicine; Outbreak; Infectious disease (medical specialty); Disease","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":[0.002760486,0.0002488094,0.0005548061,0.0007021721,0.001319014,0.001086645,0.0004988209,0.003839898,0.002736143],"category_scores_gemma":[0.01373146,0.0003133271,0.0004601048,0.001138681,0.0004661879,0.0005744485,0.0005278282,0.00228066,0.000635052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216167,"about_ca_system_score_gemma":0.002606543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01691312,"about_ca_topic_score_gemma":0.03362731,"domain_scores_codex":[0.9979702,0.00083603,0.0003038728,0.0001895527,0.0002963185,0.0004040965],"domain_scores_gemma":[0.988446,0.005464094,0.001924555,0.0005193978,0.001770203,0.001875777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004498337,0.0001187219,0.9052687,0.00004579472,0.00006555188,0.00219325,0.0002063765,0.00008318364,0.000185897,0.0004642666,0.08404264,0.006875881],"study_design_scores_gemma":[0.0003454797,0.0003402137,0.9612374,0.0003754015,0.0001736225,0.003434523,0.001255545,0.001337351,0.0002464003,0.001850496,0.029322,0.00008157696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5434082,0.006902874,0.0005218977,0.3969125,0.004339449,0.0002337945,0.009644093,0.00007641112,0.03796066],"genre_scores_gemma":[0.8839132,0.002187248,0.0006713982,0.09600604,0.007709119,0.0002255755,0.002738244,0.00002844971,0.006520687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691312,"threshold_uncertainty_score":0.03362936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1861165613162163,"score_gpt":0.5424728563943756,"score_spread":0.3563562950781592,"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."}}