{"id":"W1938436442","doi":"10.1016/j.giec.2015.06.002","title":"Stenting in Malignant Biliary Obstruction","year":2015,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital; McGill University","funders":"","keywords":"Medicine; Biliary drainage; Biliary stent; Decompression; Palliative care; Endoscopic stenting; Stent; Radiology; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004716876,0.000851962,0.001816282,0.0058232,0.0003092996,0.001462169,0.0006049746,0.001371719,0.003218543],"category_scores_gemma":[0.001907023,0.0004092303,0.000840629,0.004114292,0.0005695283,0.001876262,0.00105297,0.001141773,0.001057963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236012,"about_ca_system_score_gemma":0.001232608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006972509,"about_ca_topic_score_gemma":0.002090528,"domain_scores_codex":[0.9996784,0.00004903609,0.0001057281,0.00005539639,0.00008558247,0.00002594498],"domain_scores_gemma":[0.9992951,0.0003112716,0.0002352475,0.00001683457,0.00008764106,0.00005375795],"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":[0.0001108088,0.00005790005,0.001120851,0.04196794,0.0002942233,0.001308951,0.0001032464,0.0002269609,0.001015522,0.0007363908,0.01990275,0.9331546],"study_design_scores_gemma":[0.0001634027,0.0004684941,0.008530684,0.04686812,0.00288192,0.02843624,0.0002991513,0.0003158072,0.001194985,0.001802933,0.908922,0.0001162926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002480365,0.9988247,0.00005069878,0.0001461714,0.0001733385,0.000003285035,0.00001132038,0.000005452369,0.0005370163],"genre_scores_gemma":[0.002037341,0.9966062,0.0001289647,0.000377803,0.0004999641,0.000004644567,0.00003075493,0.000001691992,0.000312708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0058232,"threshold_uncertainty_score":0.01076704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219266759143468,"score_gpt":0.3498577582395083,"score_spread":0.2976650906480736,"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."}}