{"id":"W4416592875","doi":"10.1080/17474124.2025.2592076","title":"Diagnostic and therapeutic strategies for biliary strictures: a comparison of ACG, ESGE, and ASGE guidelines","year":2025,"lang":"en","type":"article","venue":"Expert Review of Gastroenterology & Hepatology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Guideline; MEDLINE; Clinical Practice; Resource (disambiguation); Risk assessment","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":[0.02156268,0.0005253645,0.002370381,0.008284473,0.0005349579,0.003084333,0.001087162,0.001429221,0.004500294],"category_scores_gemma":[0.0983537,0.0003085368,0.002684548,0.009356845,0.0008313686,0.0026151,0.00147559,0.001756637,0.0005500162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004096097,"about_ca_system_score_gemma":0.007128719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006462277,"about_ca_topic_score_gemma":0.01812174,"domain_scores_codex":[0.9800121,0.009051216,0.004754482,0.001202199,0.004570271,0.0004098517],"domain_scores_gemma":[0.9393488,0.03372276,0.01278995,0.0008038855,0.01194042,0.001394214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00196901,0.0001305777,0.04034392,0.1188639,0.009289678,0.0002291665,0.001600686,0.001157041,0.0003367543,0.009898585,0.05810062,0.7580801],"study_design_scores_gemma":[0.001965787,0.001041713,0.1578139,0.4711026,0.03297052,0.002207893,0.005828299,0.002085314,0.0003872612,0.01110504,0.3132572,0.0002343413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01311107,0.9589304,0.001526442,0.01634559,0.000987745,0.000333404,0.001569468,0.00004214063,0.007153639],"genre_scores_gemma":[0.216625,0.748011,0.01573479,0.01309177,0.001993983,0.0008104476,0.002937177,0.00009598916,0.0006998518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02156268,"threshold_uncertainty_score":0.1140357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257489025048721,"score_gpt":0.3895350630655507,"score_spread":0.3569601728150635,"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."}}