{"id":"W2011110268","doi":"10.1016/s1091-255x(01)80044-5","title":"Early endoscopic management of acute gallstone pancreatitis—an evidence-based review","year":2001,"lang":"en","type":"review","venue":"Journal of Gastrointestinal Surgery","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Gallstone ileus; Gallstones; Pancreatitis; Gallbladder; Gastroenterology; General surgery; Ampulla of Vater; Common bile duct; Internal medicine; Biliary colic; Cholecystectomy; Surgery","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":[0.002582507,0.0008979577,0.006356014,0.0007822006,0.00006866705,0.00003716011,0.0005597659,0.0001372259,0.0004684237],"category_scores_gemma":[0.0008460058,0.000676516,0.003010078,0.00115113,0.0002537396,0.000441209,0.00009786143,0.001474221,0.00004240644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328462,"about_ca_system_score_gemma":0.001374113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002267426,"about_ca_topic_score_gemma":5.443683e-7,"domain_scores_codex":[0.9927679,0.0006469414,0.003958259,0.000548954,0.001358009,0.0007198884],"domain_scores_gemma":[0.9911638,0.001672285,0.00450828,0.0009120124,0.001000347,0.0007432734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001045407,0.001321049,0.01912778,0.3175444,0.001894024,0.04732711,0.000005339637,0.000001511559,0.00002282993,0.00003098509,0.00623676,0.6054428],"study_design_scores_gemma":[0.0004777805,0.003283412,0.004594224,0.8309113,0.01602017,0.09504334,0.000007351444,0.000001528008,0.000004236752,0.00001011578,0.04933019,0.0003163018],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000793363,0.9964547,0.0007772407,0.0002781889,0.0002980243,0.001014972,0.00003724643,0.0000383843,0.000307951],"genre_scores_gemma":[0.0001009503,0.9725859,0.02591109,0.0002385537,0.0005274368,0.00003076987,0.00006206577,0.0001106958,0.0004326004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6051265,"threshold_uncertainty_score":0.9995686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09372212297875442,"score_gpt":0.3565544525261524,"score_spread":0.2628323295473979,"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."}}