{"id":"W3033267568","doi":"10.1002/9781119601111.ch16","title":"Difficult Bile Duct Stones","year":2020,"lang":"en","type":"other","venue":"","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Lithotripsy; Medicine; Laser lithotripsy; Endoscopic retrograde cholangiopancreatography; Bile duct; Extracorporeal shock wave lithotripsy; Lumen (anatomy); Surgery; Radiology; Pancreatitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002245707,0.000762642,0.0007060489,0.002053566,0.001278243,0.001088643,0.0003007451,0.001118457,0.03253085],"category_scores_gemma":[0.002055302,0.0001854433,0.0007306315,0.001950927,0.0007615203,0.0009570874,0.001072926,0.001074092,0.008693404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498586,"about_ca_system_score_gemma":0.0006750848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611222,"about_ca_topic_score_gemma":0.001817909,"domain_scores_codex":[0.999647,0.00002699483,0.00004274611,0.00004290645,0.0001081734,0.0001321017],"domain_scores_gemma":[0.9992478,0.00008660634,0.0002097482,0.00007108014,0.00006456798,0.0003201003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006590406,0.000290607,0.1685652,0.001554944,0.0001553679,0.5531584,0.0004991593,0.0003635907,0.004769874,0.007649435,0.03462338,0.227711],"study_design_scores_gemma":[0.00007499187,0.00009775879,0.04621836,0.0003195264,0.00005720838,0.8717782,0.0002093222,0.0002036738,0.001333978,0.003431945,0.07625084,0.0000242904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3425615,0.08089293,0.007156027,0.007878502,0.00146686,0.000472596,0.00221842,0.0005872574,0.5567659],"genre_scores_gemma":[0.9022053,0.01810069,0.002922107,0.003582952,0.002388244,0.00009657985,0.001639488,0.0002223141,0.06884223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03253085,"threshold_uncertainty_score":0.1088265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438185549143952,"score_gpt":0.258455536020694,"score_spread":0.2440736805292545,"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."}}