{"id":"W1966526194","doi":"","title":"Is HIDA Scan Necessary for Sonographically Suspicious Cholecystitis","year":2013,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute cholecystitis; Cholecystitis; Ultrasound; Abdominal ultrasound; Radiology; Cholecystectomy; Predictive value; Computed tomography; Gallbladder; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368223,0.0004159622,0.0008136255,0.001936204,0.0006056937,0.0009874617,0.000762708,0.002079535,0.003398739],"category_scores_gemma":[0.01725408,0.00050436,0.0006145451,0.0009800438,0.001642971,0.001458915,0.0004107614,0.0009833196,0.0007837714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909369,"about_ca_system_score_gemma":0.001001355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777102,"about_ca_topic_score_gemma":0.002323254,"domain_scores_codex":[0.9986718,0.0003304767,0.0002877476,0.0001400325,0.0003194877,0.0002504399],"domain_scores_gemma":[0.9903007,0.004373803,0.002900797,0.0003914205,0.001024621,0.001008697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004808764,0.00003884054,0.9762018,0.0001327526,0.00004449571,0.01735632,0.0001134557,0.00006603516,0.001190476,0.0000681481,0.0004956851,0.003811257],"study_design_scores_gemma":[0.00007391888,0.0004903169,0.7855145,0.0004692218,0.0002798999,0.2047787,0.002183559,0.001099902,0.002577737,0.0003919493,0.002092242,0.00004799848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877007,0.005684705,0.0005593799,0.00172641,0.0001754764,0.00003503538,0.0001503179,0.00002453859,0.003943413],"genre_scores_gemma":[0.997724,0.001254215,0.0003539666,0.0003202169,0.0001566934,0.000005319059,0.00008278034,0.000005017322,0.00009787798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003398739,"threshold_uncertainty_score":0.01136994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792567677414636,"score_gpt":0.3091123681287385,"score_spread":0.2711866913545922,"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."}}