{"id":"W3165619198","doi":"10.1136/gutjnl-2020-323219","title":"Decoy bypass for appetite suppression in obese adults: role of synergistic nutrient sensing receptors GPR84 and FFAR4 on colonic endocrine cells","year":2021,"lang":"en","type":"article","venue":"Gut","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"School of Pharmacy, University College London; Biotechnology and Biological Sciences Research Council; Wellcome; Directorate for Biological Sciences; University College London; Wellcome Trust; Bowel and Cancer Research","keywords":"Enteroendocrine cell; Receptor; Endocrinology; Internal medicine; Ghrelin; Chemistry; Hormone; Peptide YY; GPR120; Appetite; Nutrient sensing; Biology; Neuropeptide Y receptor; Signal transduction; Medicine; Endocrine system; Neuropeptide; Biochemistry; G protein-coupled receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002156776,0.0003017707,0.0006480421,0.0001083169,0.0001156761,0.00021234,0.0001672,0.0003300209,0.002157881],"category_scores_gemma":[0.0001835389,0.0001158007,0.0003396288,0.00007867686,0.0002413329,0.0003214476,0.0002413184,0.0006080237,0.000230392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036326,"about_ca_system_score_gemma":0.0001407432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001836805,"about_ca_topic_score_gemma":0.0003865446,"domain_scores_codex":[0.9999313,0.00001729855,0.000005664417,0.00001397341,0.00001330075,0.00001830314],"domain_scores_gemma":[0.9999359,0.00001280325,0.00002190329,0.000006160433,0.000004451257,0.00001887775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05362024,0.00254152,0.002606259,0.0008785959,0.0002307215,0.0002699662,0.00007033428,0.0001585465,0.8625085,0.0001975209,0.0004312733,0.07648647],"study_design_scores_gemma":[0.03788509,0.46308,0.1333294,0.0002887649,0.001773945,0.003867291,0.0005995258,0.002592874,0.3371245,0.0005063719,0.01886698,0.00008529349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958896,0.002924643,0.0005833768,0.0001341179,0.00003447391,0.00005521829,0.00004874284,0.00002445215,0.0003054159],"genre_scores_gemma":[0.9940387,0.002499389,0.001524607,0.0002533657,0.00007523187,0.0001337751,0.0001702229,0.000009550166,0.001295022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157881,"threshold_uncertainty_score":0.007218778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007459039097823035,"score_gpt":0.2479217871515022,"score_spread":0.2404627480536791,"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."}}