{"id":"W2078946591","doi":"10.1007/s11894-001-0015-6","title":"Gallbladder sludge: What is its clinical significance?","year":2001,"lang":"en","type":"review","venue":"Current Gastroenterology Reports","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Biliary sludge; Medicine; Gallstones; Acute pancreatitis; Gastroenterology; Pancreatitis; Cholecystectomy; Internal medicine; Gallbladder; Biliary tract; 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":[0.001017261,0.001129155,0.003270624,0.003160888,0.0003418718,0.002308386,0.0009622657,0.002536606,0.001598696],"category_scores_gemma":[0.003133666,0.0004403732,0.0007045359,0.003144507,0.001466671,0.003170085,0.0007321119,0.001600467,0.001680133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593944,"about_ca_system_score_gemma":0.001778133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216441,"about_ca_topic_score_gemma":0.002079558,"domain_scores_codex":[0.9994253,0.000108166,0.0001804995,0.00009801188,0.0001501056,0.0000379186],"domain_scores_gemma":[0.9982259,0.0009257041,0.0003148064,0.00004740719,0.0003591575,0.0001271321],"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":[0.0002140538,0.00005618318,0.003572181,0.015637,0.0001535312,0.00543848,0.0001684598,0.0002408339,0.001268334,0.0009818865,0.03098654,0.9412826],"study_design_scores_gemma":[0.000158321,0.0003093519,0.01733788,0.02017766,0.001066576,0.09912481,0.001345349,0.0005688752,0.001088976,0.003649909,0.8550036,0.0001687457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002520151,0.9978612,0.0001169523,0.0009643928,0.0003874516,0.000002335679,0.000010275,0.000007070379,0.0003982849],"genre_scores_gemma":[0.002337295,0.9950192,0.0002525922,0.0007160141,0.001361189,0.000004106186,0.00002362611,0.000002168158,0.000283768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003270624,"threshold_uncertainty_score":0.005379856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09690616390315818,"score_gpt":0.4074508106862426,"score_spread":0.3105446467830845,"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."}}