{"id":"W1998094342","doi":"10.1016/s0016-5107(04)01457-9","title":"The elective evaluation of patients with suspected choledocholithiasis undergoing laparoscopic cholecystectomy","year":2004,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Gallstones; Cholangiography; Laparoscopic cholecystectomy; Cholecystectomy; General surgery; Common bile duct; Bile duct; Pancreatitis; Radiology; 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":[0.0006867222,0.0006474611,0.001552986,0.0002751418,0.0002111358,0.00005662446,0.0003132171,0.0001174698,0.00007879305],"category_scores_gemma":[0.001862952,0.0003839482,0.0003883576,0.0008968243,0.0003129352,0.00009143579,0.00006402106,0.0007921346,0.00002831235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008265834,"about_ca_system_score_gemma":0.003615351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005039238,"about_ca_topic_score_gemma":0.00007017857,"domain_scores_codex":[0.9959753,0.0004552668,0.0008515986,0.0006431357,0.001433999,0.0006406819],"domain_scores_gemma":[0.9963115,0.0006083195,0.0008202111,0.0007028831,0.001379796,0.0001772675],"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":[0.006760221,0.005746499,0.07040966,0.1168908,0.005725357,0.0001248205,0.0007755168,0.0001865248,0.00006742769,0.000768775,0.0008366108,0.7917078],"study_design_scores_gemma":[0.1451786,0.02301326,0.1010931,0.6021475,0.05244844,0.006556886,0.001191394,0.00007591884,0.0001543034,0.001153369,0.06340059,0.003586517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005837687,0.985723,0.0001979181,0.00005286116,0.0001724356,0.005263328,0.00005812674,0.0001250518,0.002569576],"genre_scores_gemma":[0.01390435,0.9766767,0.006594151,0.00004635903,0.0002617816,0.0009652665,0.0009947969,0.0003146294,0.0002419817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7881212,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577279430144761,"score_gpt":0.3174140489694052,"score_spread":0.2916412546679575,"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."}}