{"id":"W4394805773","doi":"10.1136/gutjnl-2023-330699","title":"Clinical, experimental and pathophysiological effects of Yaq-001: a non-absorbable, gut-restricted adsorbent in models and patients with cirrhosis","year":2024,"lang":"en","type":"article","venue":"Gut","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Medical Research Council; NIHR Imperial Biomedical Research Centre; University College London","keywords":"Cirrhosis; Medicine; Gastroenterology; Internal medicine; Intestinal permeability; Tolerability; Adverse effect","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":[0.00003378609,0.00009824871,0.0002188888,0.0000672751,0.00001494976,0.000009885864,0.00002102383,0.00006197651,0.000008094604],"category_scores_gemma":[0.000004862066,0.00006671911,0.00002846348,0.0001072175,0.00006140765,0.00008938921,0.00001764971,0.00009144866,0.000002670578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001436994,"about_ca_system_score_gemma":0.00002543403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000903265,"about_ca_topic_score_gemma":0.00000173398,"domain_scores_codex":[0.9992988,0.00003648061,0.0001898592,0.0002396252,0.0001273655,0.0001078675],"domain_scores_gemma":[0.9996542,0.0001182967,0.00002607779,0.00008467439,0.00002293753,0.00009378859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004379142,0.004139162,0.9204637,0.003699049,0.0006615484,0.0007019747,0.002099161,0.00004469939,0.05167073,0.0003697714,0.0002360428,0.01153503],"study_design_scores_gemma":[0.004464817,0.001522866,0.9889597,0.0006472771,0.0002441709,0.000002160814,0.00003142224,0.002998274,0.0009232701,0.0001125551,0.000005325285,0.00008817964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980318,0.001285906,0.0000430901,0.00001565724,0.00005358795,0.0004469529,0.00002247713,0.00002180664,0.00007870571],"genre_scores_gemma":[0.9991381,0.0004840499,0.0001444403,0.0000755384,0.00002307241,0.00003421324,0.00007860419,0.000009445678,0.00001251273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06849599,"threshold_uncertainty_score":0.2720726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117857807237189,"score_gpt":0.2782726743379783,"score_spread":0.2670940962656064,"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."}}