{"id":"W2090269440","doi":"10.1111/j.1572-0241.2004.40251.x","title":"Electrohydraulic Lithotripsy in 111 Patients: A Safe and Effective Therapy for Difficult Bile Duct Stones","year":2004,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Lithotripsy; Endoscopic retrograde cholangiopancreatography; Surgery; Bile duct; Laser lithotripsy; Pancreatitis; Endoscope; Gallstones; Retrospective cohort study; Common bile 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":[0.0002641397,0.0001461619,0.0005580841,0.0001837633,0.00004159301,0.000007785173,0.000116663,0.00002147035,0.000004293267],"category_scores_gemma":[0.0000839234,0.00008405517,0.000144892,0.0001922736,0.0003602687,0.00005135425,0.00001675066,0.0002472762,7.004501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006457839,"about_ca_system_score_gemma":0.00004658981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004497618,"about_ca_topic_score_gemma":0.00002788758,"domain_scores_codex":[0.99892,0.0001633761,0.0003171659,0.0001430391,0.000128651,0.0003277287],"domain_scores_gemma":[0.9991874,0.0001001544,0.0003312369,0.0001210819,0.0001744402,0.00008568232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1149803,0.002297932,0.807507,0.00003479406,0.0007907603,0.00006171496,0.003291602,0.0002196264,0.008629348,0.00002896631,0.0003179893,0.06183991],"study_design_scores_gemma":[0.01263744,0.07574558,0.9087542,0.00004328066,0.00009080019,0.0009228564,0.0008255964,0.000008160478,0.0003117099,0.0003949752,0.0002016818,0.00006374596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930414,0.0003152325,0.0005298511,0.005433748,0.00007572068,0.0005855141,0.000003524512,0.000005610533,0.000009373553],"genre_scores_gemma":[0.9966828,0.0003728396,0.0003829534,0.002415855,0.00009198173,0.00003057354,0.000003218723,0.00001607737,0.000003717099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023429,"threshold_uncertainty_score":0.3427671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004935037204534538,"score_gpt":0.2507277198226496,"score_spread":0.245792682618115,"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."}}