{"id":"W4412528389","doi":"10.1097/mcg.0000000000002187","title":"Risk of Pancreatic Cancer and Precancerous Lesions in Patients With Chronic Pancreatitis","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Medicine; Pancreatitis; Pancreatic cancer; Internal medicine; Cancer; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01101621,0.0009291627,0.003605254,0.003410397,0.0003009392,0.001890473,0.0009714109,0.001338325,0.002267077],"category_scores_gemma":[0.02448715,0.0007136318,0.01104612,0.005586276,0.0004841711,0.0008585496,0.0008213448,0.0009551848,0.0001503687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788516,"about_ca_system_score_gemma":0.00145353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004351915,"about_ca_topic_score_gemma":0.004410461,"domain_scores_codex":[0.9927458,0.002772421,0.001825732,0.001310651,0.001152966,0.000192533],"domain_scores_gemma":[0.9730249,0.01882706,0.006036798,0.0008433095,0.000993886,0.0002741826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005529271,0.00004137445,0.5265565,0.1135096,0.3075724,0.0004253212,0.0002552091,0.001116403,0.0005978892,0.0004387256,0.001625786,0.04233155],"study_design_scores_gemma":[0.001780477,0.0008775883,0.4286363,0.0323209,0.5186015,0.00255622,0.0002706931,0.001260854,0.0005866929,0.001886035,0.01112256,0.0001001113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05479372,0.9395165,0.001037111,0.0009394832,0.000187136,0.0001080284,0.002385705,0.00002879407,0.001003449],"genre_scores_gemma":[0.72003,0.2727572,0.002877573,0.000959939,0.0006085884,0.0003817332,0.001926665,0.00002828738,0.0004301334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01101621,"threshold_uncertainty_score":0.05825996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499460959086864,"score_gpt":0.3886121872867788,"score_spread":0.3636175776959101,"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."}}