{"id":"W2212857594","doi":"10.1136/gutjnl-2015-309889","title":"Biomarkers for bile acid diarrhoea in functional bowel disorder with diarrhoea: a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Gut","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Georgia Clinical and Translational Science Alliance","keywords":"Meta-analysis; Internal medicine; Gastroenterology; Medicine; FGF19; Bile acid; Diarrhea; Excretion; Gold standard (test); Fibroblast growth factor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01436993,0.003149219,0.02041143,0.007146449,0.0007689214,0.003178825,0.002156882,0.002594688,0.004038747],"category_scores_gemma":[0.03805793,0.001633353,0.041626,0.007844643,0.000836649,0.001953912,0.001700277,0.001926615,0.0003669301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793553,"about_ca_system_score_gemma":0.003942492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008092666,"about_ca_topic_score_gemma":0.01855906,"domain_scores_codex":[0.9900531,0.004727467,0.002756353,0.001081662,0.0009910737,0.0003904176],"domain_scores_gemma":[0.9757095,0.01801932,0.003519053,0.0006534483,0.001797481,0.0003011111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001634417,0.00002627103,0.00551764,0.3918613,0.5898106,0.0001252071,0.00006835725,0.0004432912,0.0001736505,0.0001104253,0.0006486434,0.009580238],"study_design_scores_gemma":[0.0004238156,0.0001525386,0.003597046,0.02193553,0.9722827,0.00008970379,0.00003205657,0.0001412697,0.00006990664,0.0001274867,0.00112763,0.00002028829],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003685609,0.994544,0.0004936723,0.0002096861,0.0001229483,0.0002751423,0.0004700978,0.00002366853,0.0001750981],"genre_scores_gemma":[0.1871511,0.8046836,0.003188441,0.001334716,0.0003681632,0.00172929,0.001096337,0.0000367405,0.0004116042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02041143,"threshold_uncertainty_score":0.0759964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007027940373671,"score_gpt":0.343714144679492,"score_spread":0.2430113506421249,"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."}}