{"id":"W4381954483","doi":"10.1016/b978-0-323-98338-9.00010-4","title":"Microbiome abnormalities and retinal disease","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Dysbiosis; Biology; Retina; Gut flora; Retinal; Microbiome; Immune system; Immunology; Disease; Inflammation; Neuroscience; Bioinformatics; Medicine; Pathology","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":[0.0001574202,0.0004455663,0.0003049099,0.001006509,0.0002833329,0.001206452,0.0002977495,0.001086879,0.06712275],"category_scores_gemma":[0.0002152047,0.0001634889,0.0002142703,0.0005702307,0.0003257587,0.0007248299,0.0007728383,0.001133758,0.02303133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716642,"about_ca_system_score_gemma":0.0002832248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429713,"about_ca_topic_score_gemma":0.003571627,"domain_scores_codex":[0.9999419,0.000008904423,0.000003034967,0.000009654706,0.00002955766,0.000007003006],"domain_scores_gemma":[0.9999547,0.00001867059,0.000004395858,0.000003879523,0.000008027579,0.00001033248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005940487,0.00004927844,0.0004139889,0.0003151344,0.00001222974,0.0007569246,0.00007956516,0.000158491,0.004896278,0.02257194,0.2032357,0.767451],"study_design_scores_gemma":[0.000007032438,0.00002868992,0.001393353,0.0003987803,0.000006790056,0.002423774,0.00006185415,0.0001101635,0.0006862857,0.008927225,0.9859489,0.000007145132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00270375,0.3357132,0.003108319,0.007143427,0.004259336,0.00002738999,0.0003447562,0.0003661465,0.6463336],"genre_scores_gemma":[0.01008274,0.1235416,0.002939827,0.001951832,0.002026855,0.00003560839,0.0002488776,0.00009578063,0.8590767],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06712275,"threshold_uncertainty_score":0.224548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234106633625414,"score_gpt":0.2382314078071245,"score_spread":0.2258903414708704,"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."}}