{"id":"W4404945619","doi":"10.1097/mpa.0000000000002445","title":"Serum Trypsin Is a Reliable Biomarker of Pancreas Function","year":2024,"lang":"en","type":"review","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Biomarker; Trypsin; Pancreatitis; Pancreas; Acute pancreatitis; Medicine; Pancreatic disease; Disease; Internal medicine; Gastroenterology; Enzyme; Biology; Biochemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003374607,0.0007070196,0.003179654,0.0004469424,0.00006944679,0.0000186786,0.0001334613,0.0007924929,0.0009655144],"category_scores_gemma":[0.00009938773,0.000499261,0.00113999,0.0007228996,0.0001510546,0.00006177667,0.00009304846,0.0005255531,0.002232407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125515,"about_ca_system_score_gemma":0.0007439411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369349,"about_ca_topic_score_gemma":0.00000960268,"domain_scores_codex":[0.9973253,0.0001367371,0.0008958035,0.0008258189,0.0003410708,0.0004752725],"domain_scores_gemma":[0.998211,0.0001395668,0.0003675412,0.0009431769,0.0001079134,0.0002307896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003073536,0.0005556879,0.001762234,0.07162429,0.006227934,0.001249748,0.00008372086,2.271258e-8,0.000009224306,0.001247384,0.0437567,0.8731757],"study_design_scores_gemma":[0.0007464357,0.0003841235,0.001474575,0.03417107,0.02933745,0.001594551,0.00001056435,0.000003158726,0.00001472324,0.0003206452,0.9315964,0.0003463309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002636155,0.972298,0.00001072671,0.0000843029,0.0007251041,0.001156574,0.0004326398,0.0001863981,0.02484268],"genre_scores_gemma":[0.0005572459,0.979522,0.0003440544,0.0001390071,0.0002729456,0.0003327187,0.000507703,0.0001330504,0.01819127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8878397,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05812829755604296,"score_gpt":0.3527656996072447,"score_spread":0.2946374020512017,"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."}}