{"id":"W2750312421","doi":"10.1016/j.ultrasmedbio.2006.02.054","title":"1050","year":2006,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Gallbladder; Medicine; Cystic duct; Lumen (anatomy); Cholecystitis; Acute cholecystitis; Gallstones; Cholecystectomy; Radiology; Gastroenterology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002673682,0.0001666444,0.0004194869,0.0002151869,0.00003219035,0.000002810515,0.00009746649,0.000136628,0.001378812],"category_scores_gemma":[0.0004924208,0.0001150722,0.00005264087,0.000310759,0.0004112897,0.00002709265,0.00001301103,0.000280917,0.00007977186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004243163,"about_ca_system_score_gemma":0.00005448744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510867,"about_ca_topic_score_gemma":0.000410402,"domain_scores_codex":[0.9987718,0.0000553834,0.0003693202,0.000307489,0.0001181434,0.0003778123],"domain_scores_gemma":[0.9992816,0.0002886878,0.00005024396,0.000253045,0.00005246453,0.00007389086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233216,0.0003200482,0.7991602,0.00004999344,0.00003034989,0.00005487905,0.0002597827,0.000003050446,0.1276061,0.005916533,0.0501466,0.01632912],"study_design_scores_gemma":[0.004733234,0.001271907,0.6411464,0.00009862194,0.000075327,0.0003659559,0.0005770742,0.00001723124,0.0006300478,0.01745956,0.3333717,0.0002529604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841369,0.002367266,0.0002657263,0.006786782,0.0004753079,0.0003564269,0.000004498051,0.00009635248,0.1482787],"genre_scores_gemma":[0.9948267,0.0002663378,0.0003703523,0.002399302,0.0006588614,0.00001883199,0.0002619888,0.00001561564,0.001181994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2832251,"threshold_uncertainty_score":0.9995341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266642503142565,"score_gpt":0.2907241552231066,"score_spread":0.278057730191681,"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."}}