{"id":"W4224942829","doi":"10.1038/s41385-022-00512-z","title":"Some additional considerations on: “Finding the sweet spot: glycosylation mediated regulation of intestinal inflammation”","year":2022,"lang":"en","type":"letter","venue":"Mucosal Immunology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inflammation; Glycosylation; Sweet spot; Biology; Medicine; Bioinformatics; Immunology; Computational biology; Biochemistry","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003236242,0.0003951123,0.0006834439,0.0006328783,0.0004586912,0.00001949016,0.0001947538,0.0006792152,0.008916932],"category_scores_gemma":[0.002308743,0.0003291094,0.0001803778,0.0003168656,0.0006579238,0.0001432444,0.000193035,0.003068178,0.0001933897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003554621,"about_ca_system_score_gemma":0.0003155675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003313642,"about_ca_topic_score_gemma":0.0000174224,"domain_scores_codex":[0.9970135,0.0005734864,0.00097245,0.0004635823,0.0005248517,0.000452102],"domain_scores_gemma":[0.9955955,0.002539672,0.0008030716,0.0005694333,0.0004605734,0.00003172694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005424822,0.0000867069,0.001074193,0.00006712533,0.00161467,0.0002345907,0.0004272928,0.0000842419,0.0041831,0.001604925,0.9897348,0.0003459216],"study_design_scores_gemma":[0.003683894,0.002925357,0.1421996,0.0004134529,0.0009125215,0.001989096,0.0001380822,0.0004132542,0.001109719,0.004491221,0.8412083,0.0005154469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08169634,0.000443356,0.00003637843,0.912598,0.001657076,0.001066018,0.001521224,0.0001968421,0.0007848071],"genre_scores_gemma":[0.2613434,0.0004303489,0.001382754,0.585669,0.01312768,0.00202039,0.1326351,0.0003344399,0.003056832],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3269289,"threshold_uncertainty_score":0.9999161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707044373667443,"score_gpt":0.2557685095873944,"score_spread":0.2286980658507199,"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."}}