{"id":"W4406175909","doi":"10.1097/hc9.0000000000000622","title":"Neurogastroenterology and motility disorders in patients with cirrhosis","year":2025,"lang":"en","type":"review","venue":"Hepatology Communications","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cirrhosis; Medicine; Internal medicine; Psychological intervention; Quality of life (healthcare); Motility; Intensive care medicine; Population; Gastroenterology; Psychiatry; Environmental health; Biology","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":[0.0001129301,0.0002933221,0.001311815,0.0003678506,0.0001028153,0.00000769043,0.0004101883,0.0002065727,0.00001524424],"category_scores_gemma":[0.0003124886,0.0002496688,0.000134865,0.0003680748,0.0006453091,0.00003900404,0.0004379703,0.0008092562,0.00000655317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006534882,"about_ca_system_score_gemma":0.0002303891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126375,"about_ca_topic_score_gemma":0.002301997,"domain_scores_codex":[0.9982048,0.0005353686,0.0004987336,0.0003971164,0.00007613888,0.000287838],"domain_scores_gemma":[0.9974548,0.0005352768,0.0001697774,0.001679389,0.00006976169,0.00009101372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003272997,0.0006314305,0.8131152,0.003390946,0.00005814677,0.000001169541,0.0000158846,5.170575e-8,9.557524e-10,0.0001280424,0.00004395028,0.1825824],"study_design_scores_gemma":[0.002291952,0.0007626875,0.6597158,0.006398455,0.001349732,0.00005952173,0.00002629401,0.00003473167,2.612978e-9,0.0001662696,0.3290372,0.0001572765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003728318,0.9910981,0.00005187861,0.001839553,0.00004023628,0.001564604,0.00005410546,0.00005854985,0.001564673],"genre_scores_gemma":[0.01647963,0.9812205,0.001346936,0.0002254212,0.000002125768,0.0002093876,0.0004671694,0.00001948676,0.00002931617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3289933,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182784926000488,"score_gpt":0.3113910413389016,"score_spread":0.2895631920788967,"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."}}