{"id":"W4220939572","doi":"10.1155/2022/6852276","title":"Biogenic Phytochemicals Modulating Obesity: From Molecular Mechanism to Preventive and Therapeutic Approaches","year":2022,"lang":"en","type":"review","venue":"Evidence-based Complementary and Alternative Medicine","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Amity University","keywords":"Obesity; Medicine; Adipokine; Diabetes mellitus; Bioinformatics; Mechanism (biology); Inflammation; Pathophysiology; Disease; Epigenetics; Sleep apnea; Leptin; Adipocyte; Metabolic syndrome; Internal medicine; Endocrinology; Adipose tissue; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006207228,0.0006893071,0.002039414,0.0002798633,0.0002683121,0.00001580793,0.0002765013,0.00009366096,0.001957873],"category_scores_gemma":[0.00009371769,0.0005191646,0.0002467257,0.000317548,0.0002356037,0.00007594319,0.0003840978,0.0005782598,0.000008036783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331959,"about_ca_system_score_gemma":0.0001592256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003172573,"about_ca_topic_score_gemma":0.00000627315,"domain_scores_codex":[0.9965208,0.0007275754,0.0007073404,0.001080722,0.0005581695,0.0004053608],"domain_scores_gemma":[0.9974277,0.001383792,0.0003900638,0.000384725,0.00003876163,0.0003749635],"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":[0.0004453385,0.0007879853,0.0007098306,0.006879859,0.005934089,0.0008736985,0.00119017,0.000007887817,0.001739216,0.0009006826,0.0002381816,0.980293],"study_design_scores_gemma":[0.01950343,0.01692759,0.001258506,0.1538082,0.06099298,0.0004662949,0.002370712,0.002877803,0.01526064,0.01923751,0.7033939,0.003902393],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0227885,0.970531,0.0009912236,0.00200658,0.0002098923,0.00316549,0.0002222909,0.00004716609,0.00003789556],"genre_scores_gemma":[0.03006753,0.9622279,0.0013725,0.004111967,0.0004367521,0.0007876204,0.0008815225,0.00005802459,0.0000561464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9763907,"threshold_uncertainty_score":0.999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2965274087163408,"score_gpt":0.4094841569193229,"score_spread":0.1129567482029821,"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."}}