{"id":"W3159752397","doi":"10.1097/sla.0000000000004921","title":"Early and Sustained Elevation in Serum Pancreatic Amylase Activity","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Point of delivery; Amylase; Internal medicine; Gastroenterology; Pancreatectomy; Pancreas; Enzyme","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":[0.0002508542,0.00007540162,0.0003342119,0.0001127264,0.00001999154,0.000003676163,0.000008820789,0.00006580129,0.0000414122],"category_scores_gemma":[0.0003397742,0.00007072148,0.00005746929,0.0001832805,0.00004633395,0.00008813554,0.00001382986,0.00006901085,0.000003988666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012279,"about_ca_system_score_gemma":0.0001205785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001168721,"about_ca_topic_score_gemma":0.00002157226,"domain_scores_codex":[0.9993708,0.00008318251,0.0001593361,0.0001472184,0.00008456854,0.0001548631],"domain_scores_gemma":[0.9993225,0.0003151457,0.00006062423,0.0001407986,0.0001052818,0.00005562905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000176738,0.0002473468,0.9856459,0.0001020623,0.00006225751,0.001262102,0.0001148374,2.50557e-7,0.004477457,0.0001535696,0.0001146049,0.007642908],"study_design_scores_gemma":[0.0003798754,0.00005306345,0.9531997,0.0001317133,0.00003325332,0.00005833864,0.00005634107,0.000008565574,0.0456975,0.0002860067,0.00004615309,0.00004945315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962865,0.0008513924,0.000008028221,0.002089249,0.0000292103,0.00008294357,0.000011369,0.00001229676,0.000629033],"genre_scores_gemma":[0.9982598,0.0009655213,0.00004336441,0.0002577087,0.00001810411,0.0000110648,0.00001832935,0.000006250625,0.0004198537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04122005,"threshold_uncertainty_score":0.2883938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177521817022958,"score_gpt":0.3361226369835834,"score_spread":0.2183704552812876,"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."}}