{"id":"W137042941","doi":"10.1155/2006/652729","title":"Gallstone Pancreatitis – Who Really Needs an ERCP?","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pancreatitis; Medicine; General surgery; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002444908,0.0009600103,0.002719923,0.002001435,0.001530391,0.003469403,0.001900463,0.01061984,0.006089776],"category_scores_gemma":[0.01239957,0.0007533951,0.0009501998,0.001365992,0.002161358,0.007183452,0.001110918,0.007403858,0.004578513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485317,"about_ca_system_score_gemma":0.0022091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738021,"about_ca_topic_score_gemma":0.008173552,"domain_scores_codex":[0.9974557,0.0005659006,0.0004335547,0.0002799451,0.0007127375,0.0005522398],"domain_scores_gemma":[0.9927111,0.001965988,0.000982931,0.0001649262,0.001574361,0.002600672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001101931,0.0008075183,0.1192856,0.002182703,0.0002775977,0.1173771,0.001646011,0.0005713959,0.001263698,0.00279804,0.389747,0.3629415],"study_design_scores_gemma":[0.0005052767,0.001296852,0.1059177,0.03073923,0.0004959303,0.5159281,0.02883188,0.001858266,0.0008592266,0.02653834,0.286368,0.0006611723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0395702,0.2469106,0.002360953,0.6592818,0.02217125,0.0001862013,0.0002232719,0.000270633,0.02902512],"genre_scores_gemma":[0.269856,0.3457517,0.007631077,0.1987602,0.168967,0.0001750299,0.000634335,0.0002709809,0.007953566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01061984,"threshold_uncertainty_score":0.02037233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007629924141689745,"score_gpt":0.221601699665351,"score_spread":0.2139717755236613,"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."}}