{"id":"W4321375315","doi":"10.3390/cancers15041331","title":"Challenges in Diagnosis and Treatment of Pancreatic Exocrine Insufficiency among Patients with Pancreatic Ductal Adenocarcinoma","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ipsen; Eisai; Eli Lilly and Company; Amgen","keywords":"Pancreatic cancer; Medicine; Malnutrition; Exocrine pancreatic insufficiency; Malignancy; Cachexia; Pancreas; Quality of life (healthcare); Internal medicine; Pancreatic ductal adenocarcinoma; Cancer; Adenocarcinoma; Intensive care medicine; Gastroenterology; Oncology","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":[0.0001729708,0.0005036336,0.003564695,0.0005687991,0.00004883812,0.000008238726,0.0001316398,0.0002512788,0.00005780323],"category_scores_gemma":[0.0001695957,0.0003301383,0.0001821549,0.0006061663,0.0004707833,0.00005335851,0.00005727259,0.0002408303,0.00001442683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254157,"about_ca_system_score_gemma":0.001667258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279618,"about_ca_topic_score_gemma":0.0006907249,"domain_scores_codex":[0.9974874,0.0001754537,0.0007224513,0.0006738966,0.0004093029,0.0005314543],"domain_scores_gemma":[0.9981451,0.0006515401,0.0003292434,0.000522136,0.0000994146,0.0002525864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073313,0.0003812207,0.7400386,0.01732341,0.000846374,0.0002795027,0.0005762242,6.756589e-7,1.854569e-8,0.00002178371,0.00002780416,0.240397],"study_design_scores_gemma":[0.004351787,0.008229929,0.9242454,0.03731823,0.006381226,0.00005442602,0.0005093261,0.00003165585,4.366271e-7,0.00001000192,0.01840623,0.0004614006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3149799,0.6821529,2.354089e-7,0.00002013741,0.00004413706,0.002019225,0.00004557379,0.00002493953,0.0007129013],"genre_scores_gemma":[0.01664404,0.9805727,0.00007155332,0.000004311113,0.0000827985,0.002080581,0.0001074072,0.00008358082,0.0003530075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2984198,"threshold_uncertainty_score":0.9999151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451423285492996,"score_gpt":0.3765687822373552,"score_spread":0.2314264536880556,"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."}}