{"id":"W4413267594","doi":"10.64483/jmph-32","title":"Therapeutic Potential of Plant-Based Dietary Interventions in Chronic Disease Remission: Mechanisms, Clinical Evidence, and Practical Implementation","year":2025,"lang":"en","type":"article","venue":"Saudi Journal of Medicine and Public Health","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Obesity; Type 2 diabetes; Diabetes mellitus; Type 2 Diabetes Mellitus; Psychological intervention; Quality of life (healthcare); Intensive care medicine; Internal medicine; Physical therapy; Environmental health; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02436911,0.0008310098,0.003392867,0.002315668,0.0004168786,0.003686558,0.001628968,0.003026098,0.006998614],"category_scores_gemma":[0.05028705,0.0004736866,0.003981321,0.001759548,0.001660565,0.002919568,0.001636394,0.002761982,0.0004538724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238744,"about_ca_system_score_gemma":0.005858122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085648,"about_ca_topic_score_gemma":0.003589282,"domain_scores_codex":[0.9883432,0.008266252,0.001483391,0.0004934029,0.001194145,0.0002197061],"domain_scores_gemma":[0.9354087,0.05704901,0.004213737,0.0007701006,0.002170418,0.0003880101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002407883,0.0004796165,0.00204822,0.2650083,0.004272779,0.0001553318,0.0005512257,0.0007587979,0.0007221357,0.0108297,0.002650785,0.7101152],"study_design_scores_gemma":[0.005585989,0.005725459,0.01467476,0.81062,0.01722917,0.0006748472,0.001631944,0.001390815,0.001291659,0.02136362,0.119665,0.0001468293],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003387721,0.984945,0.0007442447,0.007795123,0.0003270474,0.0002574905,0.00009248271,0.00001243978,0.002438397],"genre_scores_gemma":[0.08464804,0.8993323,0.008889631,0.00494976,0.000755218,0.0009034317,0.0001347121,0.00001080928,0.000376122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02436911,"threshold_uncertainty_score":0.1288777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115664471909936,"score_gpt":0.450901550595217,"score_spread":0.3393351034042234,"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."}}