{"id":"W4411325463","doi":"10.1097/rli.0000000000001217","title":"Abnormal Pancreaticobiliary Junction in Children","year":2025,"lang":"en","type":"article","venue":"Investigative Radiology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Choledochal cysts; Pancreas divisum; Magnetic resonance cholangiopancreatography; Pancreatitis; Gastroenterology; Acute pancreatitis; Internal medicine; Retrospective cohort study; Complication; Cyst; Radiology; Endoscopic retrograde cholangiopancreatography; Pancreatic duct","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":[0.0001016309,0.0001432925,0.0003362206,0.0002357909,0.00004123198,0.000003809572,0.00005359804,0.0001191321,0.0000609739],"category_scores_gemma":[0.0002236877,0.0001196553,0.00007301919,0.0003921799,0.0002932993,0.00006510082,0.00002938284,0.0001701356,0.00004356725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626495,"about_ca_system_score_gemma":0.0003074473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003829508,"about_ca_topic_score_gemma":0.00001962869,"domain_scores_codex":[0.999019,0.0001321341,0.0002488379,0.000292097,0.00006618131,0.0002417049],"domain_scores_gemma":[0.9995009,0.00008849525,0.00004445078,0.0002015271,0.00003304084,0.0001315875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008809038,0.0001660733,0.9947019,0.00001797085,0.0001509368,0.00004545565,0.00003574828,0.000008212422,0.0002179826,0.001201286,0.001700984,0.001665389],"study_design_scores_gemma":[0.002082085,0.0001782375,0.9925869,0.00003871596,0.0001569997,0.00009240282,0.00002087326,0.0001271569,0.0003742498,0.004003422,0.0002587218,0.00008027063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916633,0.0009566364,0.00003236249,0.0008910789,0.0001182089,0.0004843451,0.00001193962,0.00005424395,0.005787904],"genre_scores_gemma":[0.9974083,0.0001456452,0.0003359348,0.001293013,0.00008855529,0.00009026257,0.0001143015,0.000007693446,0.0005162868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005745027,"threshold_uncertainty_score":0.4879403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009260498905161089,"score_gpt":0.2645448913414167,"score_spread":0.2552843924362556,"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."}}