{"id":"W4379055616","doi":"10.3949/ccjm.90a.22060","title":"Serial serum lipase testing after the initial diagnostic workup for inpatients with acute pancreatitis: What is the evidence?","year":2023,"lang":"en","type":"article","venue":"Cleveland Clinic Journal of Medicine","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Acute pancreatitis; Epigastric pain; Hypertriglyceridemia; Pancreatitis; Lipase; Abdominal pain; Resuscitation; Emergency department; Gallstones; Internal medicine; Gastroenterology; Anesthesia; Triglyceride; Cholesterol","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00171348,0.0002270999,0.000627785,0.000105151,0.0002356064,0.00003255076,0.000199944,0.0001225726,0.0002440157],"category_scores_gemma":[0.004105345,0.00009263473,0.0001395515,0.0004089305,0.0004830962,0.0002508687,0.00004726163,0.0004796451,0.00004593393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004487459,"about_ca_system_score_gemma":0.0003090006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001085389,"about_ca_topic_score_gemma":0.00001697127,"domain_scores_codex":[0.997965,0.0001965726,0.0007740566,0.0002176886,0.0004868961,0.0003597613],"domain_scores_gemma":[0.9904347,0.008121449,0.0005167475,0.0003340271,0.0004105174,0.0001825367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01519901,0.0003048487,0.8295508,0.0001646308,0.002411267,0.01146036,0.006655887,0.00000701211,0.00004663092,0.00001662886,0.02214671,0.1120362],"study_design_scores_gemma":[0.01657535,0.01252211,0.9425057,0.01207924,0.004960975,0.005757273,0.002515743,0.00003827715,0.00010291,0.001211581,0.001553831,0.0001770648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615474,0.004173432,0.0001574518,0.03170763,0.001480083,0.0007726728,0.00003252344,0.00002261974,0.0001062159],"genre_scores_gemma":[0.9843135,0.007189261,0.0003409308,0.005011423,0.002414948,0.0001350145,0.00001356002,0.00002886673,0.0005525329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129549,"threshold_uncertainty_score":0.4914778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08697524566352934,"score_gpt":0.3759383734551587,"score_spread":0.2889631277916294,"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."}}