{"id":"W4401287701","doi":"10.2196/59707","title":"Prebiotics, Mediterranean & Plant-based diet: Effect on Gut Microbiome Diversity Glycaemic Parameters and Metabolic Markers In Prediabetic/ Type 2 Diabetic Patients. Protocol For Systematic Review. (Preprint)","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prediabetes; Type 2 diabetes; Mediterranean diet; Medicine; Checklist; Gut flora; Psychological intervention; Gerontology; Systematic review; Diabetes mellitus; Environmental health; MEDLINE; Internal medicine; Biology; Endocrinology; Immunology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02642225,0.003788166,0.01973931,0.008360079,0.00274798,0.005049538,0.002874847,0.004079076,0.05341022],"category_scores_gemma":[0.04085689,0.003413363,0.01575775,0.00810405,0.002269191,0.005318092,0.003888172,0.003094292,0.004877565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008986698,"about_ca_system_score_gemma":0.03716421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006279658,"about_ca_topic_score_gemma":0.01447216,"domain_scores_codex":[0.9903189,0.002831437,0.004034603,0.0008694673,0.001358766,0.0005867445],"domain_scores_gemma":[0.9835577,0.005069356,0.004933259,0.001011751,0.004743156,0.0006848008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003716822,0.0001443557,0.0006184052,0.9655052,0.003372257,0.0001713429,0.0005184009,0.0002336648,0.0005980635,0.0008235268,0.00863805,0.01565991],"study_design_scores_gemma":[0.03622154,0.003061663,0.01015552,0.779507,0.04591875,0.0006724651,0.001822546,0.0007993142,0.001845455,0.003336459,0.1162384,0.0004209802],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001384904,0.008675913,0.0008820837,0.0005489017,0.0002903049,0.9780181,0.009497168,0.0001085673,0.0005940731],"genre_scores_gemma":[0.001363656,0.004143585,0.002852164,0.0004056795,0.0000347415,0.9894747,0.00116039,0.00001163625,0.0005534729],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05341022,"threshold_uncertainty_score":0.1786751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189283767446147,"score_gpt":0.4612540160659033,"score_spread":0.3423256393212886,"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."}}