{"id":"W2326939190","doi":"10.1155/2002/705632","title":"ERCP: New Standards, New Challenges","year":2002,"lang":"en","type":"letter","venue":"Canadian Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Duty; Informed consent; Perforation; Medicine; Psychology; Family medicine; Medical education; Alternative medicine; Political science; Law; Engineering; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002205258,0.0004042487,0.001123249,0.0009125597,0.00005349097,0.00003650859,0.0004140425,0.0007288693,0.003884124],"category_scores_gemma":[0.0001627303,0.0003588892,0.0004561842,0.00007622658,0.0001687515,0.00007604186,0.00001525472,0.002784621,0.0000423797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293585,"about_ca_system_score_gemma":0.00517374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074613,"about_ca_topic_score_gemma":0.03665435,"domain_scores_codex":[0.9973716,0.0001211719,0.0006813644,0.0003045608,0.0004982104,0.001023088],"domain_scores_gemma":[0.9970458,0.00002964004,0.0004213856,0.0003847784,0.0003833866,0.001735043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001794991,0.0000110288,0.00544073,0.00008661638,0.0004275463,0.007714772,0.0002651289,0.000001346436,0.000002185833,0.000002915074,0.9814976,0.004370563],"study_design_scores_gemma":[0.002539544,0.003782539,0.003939182,0.0002785771,0.0004100781,0.01011244,0.0000797397,7.137626e-7,0.00000152878,0.0001650671,0.9785506,0.0001399942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002105262,0.0108873,0.0001167321,0.9812687,0.002063383,0.0002036289,0.00008514584,0.00001134591,0.003258478],"genre_scores_gemma":[0.01286788,0.003609295,0.0006971243,0.9475778,0.02099295,0.000002010934,0.0000904479,0.0001620582,0.01400048],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03369097,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827365216025342,"score_gpt":0.2439581064639721,"score_spread":0.2156844543037187,"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."}}