{"id":"W2138695773","doi":"10.1148/radiol.12111561","title":"A Systematic Review and Meta-Analysis of Diagnostic Performance of Imaging in Acute Cholecystitis","year":2012,"lang":"en","type":"review","venue":"Radiology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":329,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Cholescintigraphy; Confidence interval; Cochrane Library; Meta-analysis; Acute cholecystitis; Magnetic resonance imaging; Radiology; MEDLINE; Cholecystitis; Nuclear medicine; Internal medicine; Gallbladder; Scintigraphy","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":[],"consensus_categories":[],"category_scores_codex":[0.0006888105,0.0002907695,0.01211428,0.0005989376,0.000008994189,0.000001591311,0.0001391914,0.0001290406,0.0001808957],"category_scores_gemma":[0.0005032852,0.0001786723,0.001329019,0.0007650263,0.0001345169,0.00003594385,0.00004199243,0.0002031253,0.00000503953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003010246,"about_ca_system_score_gemma":0.00007507303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002999561,"about_ca_topic_score_gemma":0.000004484676,"domain_scores_codex":[0.9976649,0.0003856653,0.001340903,0.0002622605,0.0001175642,0.0002287263],"domain_scores_gemma":[0.9978952,0.0007681375,0.0007172938,0.0004922523,0.00006365826,0.00006347001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001410091,0.00003750174,0.0002231484,0.8925639,0.1047376,0.00001281207,0.00003763125,2.284895e-7,2.232499e-7,0.00001009915,0.00003069658,0.002344766],"study_design_scores_gemma":[0.0001173619,0.00005544168,0.0001367235,0.03928909,0.957799,0.0005327085,0.000005674671,0.000007767669,1.569761e-7,7.573838e-7,0.001933238,0.0001221258],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005704094,0.9979294,0.000004536904,0.00006536467,0.0000245211,0.001769188,0.00006322351,0.000005852131,0.0000808877],"genre_scores_gemma":[0.002284828,0.9969639,0.00003964088,0.0001625637,0.000007927088,0.0003336142,0.0001297679,0.00001824525,0.00005952333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8532748,"threshold_uncertainty_score":0.8281081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04241647841170651,"score_gpt":0.3346437449641296,"score_spread":0.292227266552423,"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."}}