{"id":"W4241870131","doi":"10.1016/j.pan.2021.05.282","title":"Early and sustained elevation in serum pancreatic amylase activity: A novel major predictor of morbidity after pancreatic surgery?","year":2021,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Amylase; Elevation (ballistics); Internal medicine; Gastroenterology; Surgery; General surgery; Enzyme; 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"],"consensus_categories":[],"category_scores_codex":[0.0003286196,0.0003430436,0.001441039,0.0003458684,0.00005761017,0.00001139208,0.00005210165,0.0003464514,0.0001929881],"category_scores_gemma":[0.0007999581,0.0003231168,0.000157239,0.0004901535,0.0002872026,0.0001541609,0.00008110922,0.0002849152,0.00001450852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347744,"about_ca_system_score_gemma":0.0004194307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008318755,"about_ca_topic_score_gemma":0.0004442927,"domain_scores_codex":[0.9976953,0.000315276,0.0005723609,0.0006351479,0.0002195819,0.000562339],"domain_scores_gemma":[0.9981463,0.0007046355,0.0002163021,0.0005383481,0.0001945179,0.0001998761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001364343,0.0007588764,0.9783833,0.0004308337,0.0003499905,0.00279878,0.0003185489,5.200174e-7,0.01419053,0.000579484,0.0000211311,0.0008036359],"study_design_scores_gemma":[0.004104931,0.0003142091,0.9784003,0.0002987836,0.000917118,0.001573017,0.0001174048,0.000111377,0.01352939,0.0003669317,0.00004975912,0.0002167058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958036,0.001804485,0.0002777793,0.0006934464,0.0001094797,0.0005722608,0.000133968,0.00006311064,0.0005418885],"genre_scores_gemma":[0.9973365,0.0005219746,0.0009705978,0.0001698816,0.00005740528,0.0002934388,0.00008572042,0.00003772375,0.000526727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002740587,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546067206048791,"score_gpt":0.2557087365099376,"score_spread":0.2402480644494497,"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."}}