{"id":"W2903949839","doi":"10.1148/rg.2019180108","title":"Encapsulating Peritoneal Sclerosis: The Abdominal Cocoon","year":2018,"lang":"en","type":"review","venue":"Radiographics","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Bowel obstruction; Etiology; INTESTINAL TUBERCULOSIS; Peritoneal cavity; Pathology; Radiology; Tuberculosis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003877693,0.0005074927,0.001450545,0.0003980799,0.0004974004,0.00007431756,0.0002533158,0.0003817668,0.0000871736],"category_scores_gemma":[0.00007129199,0.0002951399,0.001776092,0.001379307,0.0004521328,0.00005454258,0.00006662966,0.0006030878,0.0001328717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009569029,"about_ca_system_score_gemma":0.000294108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002984148,"about_ca_topic_score_gemma":0.000006086194,"domain_scores_codex":[0.9978938,0.0001830946,0.0005906944,0.0004915823,0.0004424325,0.000398428],"domain_scores_gemma":[0.9982775,0.0001687854,0.000323496,0.0008878708,0.0001620649,0.0001802965],"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":[0.00002254534,0.000251523,0.0001417953,0.008500936,0.00319064,0.0001887175,0.000115933,7.329144e-8,7.159798e-7,0.0005064428,0.002789535,0.9842911],"study_design_scores_gemma":[0.0005944539,0.0002762558,0.0002935292,0.02094889,0.009860184,0.001248914,0.00005306146,0.00002187937,6.074943e-7,0.00003265407,0.9663614,0.0003081783],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001787259,0.99698,0.00006930001,0.00005093363,0.0003051753,0.001327811,0.00005124586,0.0000726322,0.000964179],"genre_scores_gemma":[0.0006095208,0.9964698,0.001013866,0.00007491217,0.0009750361,0.0002917837,0.0002662649,0.0000900072,0.0002088148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.983983,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163284337674618,"score_gpt":0.3578938700875483,"score_spread":0.2415654363200865,"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."}}