{"id":"W2944801501","doi":"10.1371/journal.pone.0216562","title":"Peak urea level, leukocyte count and use of invasive ventilation as risk factors of mortality in acute pancreatitis: A retrospective study","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Safety & Insurance Board","funders":"National Natural Science Foundation of China","keywords":"Medicine; Acute pancreatitis; Logistic regression; Mechanical ventilation; Internal medicine; Retrospective cohort study; Pancreatitis; Medical record; Ventilation (architecture); Area under the curve; Emergency medicine; Intensive care medicine","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":[0.001902309,0.0003808856,0.0005371266,0.001254814,0.0004066772,0.0007521578,0.0004687092,0.000431643,0.0007910437],"category_scores_gemma":[0.003780024,0.0004148607,0.0007322549,0.001467418,0.0003591421,0.0006928889,0.0006841453,0.00054262,0.000154271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952953,"about_ca_system_score_gemma":0.0005341903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862285,"about_ca_topic_score_gemma":0.001783744,"domain_scores_codex":[0.9988668,0.0002999283,0.0002422513,0.0002760441,0.0002023248,0.0001126966],"domain_scores_gemma":[0.9964659,0.0007891523,0.001428687,0.0005453544,0.0003781503,0.0003927729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009484277,0.00001171113,0.9993864,0.000005925616,0.00003629516,0.00004783721,0.00001505738,0.00002883023,0.00004039557,0.000004082513,0.00002429866,0.0003043214],"study_design_scores_gemma":[0.00001214026,0.0001292287,0.9980993,0.000008398326,0.00009807581,0.0005246122,0.0001530065,0.0007092342,0.00009487585,0.00002093261,0.0001425123,0.000007692199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992993,0.0002201132,0.00009574233,0.00001243204,0.000002851488,0.000007817149,0.0002829926,0.0000018921,0.00007677991],"genre_scores_gemma":[0.9991422,0.00008283684,0.0000797027,0.000009434329,0.000006017712,0.000009755432,0.0006433519,0.00000111979,0.00002542963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902309,"threshold_uncertainty_score":0.01006049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06763384978180205,"score_gpt":0.2841050837165166,"score_spread":0.2164712339347146,"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."}}