{"id":"W4311260174","doi":"10.2147/dmso.s378396","title":"Microbiome-Targeted Therapies as an Adjunct to Traditional Weight Loss Interventions: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Adjunct; Meta-analysis; Psychological intervention; Medicine; Weight loss; Intensive care medicine; Systematic review; MEDLINE; Internal medicine; Biology; Obesity; Psychiatry","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":[0.0187425,0.003401809,0.02688716,0.008117411,0.0006579552,0.003888743,0.002384392,0.002538919,0.003984186],"category_scores_gemma":[0.03758151,0.001729462,0.0432992,0.007400065,0.000900808,0.002279836,0.001792636,0.002135882,0.0003435903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003194475,"about_ca_system_score_gemma":0.004864136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005658865,"about_ca_topic_score_gemma":0.01304331,"domain_scores_codex":[0.9840599,0.008775595,0.003799651,0.001279137,0.001721856,0.0003638658],"domain_scores_gemma":[0.9795963,0.01492035,0.003316612,0.0004657308,0.001401055,0.0003000101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003302748,0.00004347791,0.001343664,0.3903532,0.5924726,0.0000852978,0.00005054422,0.0004535828,0.0002322357,0.00008859889,0.0002813309,0.0112927],"study_design_scores_gemma":[0.001407359,0.0004105614,0.001576362,0.03216368,0.9628839,0.00006797208,0.00003268358,0.0001808093,0.0001202574,0.000108073,0.001030478,0.00001791476],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003298401,0.995111,0.0005097502,0.0001617314,0.0001771924,0.000359205,0.0001978569,0.00002067921,0.0001640507],"genre_scores_gemma":[0.1274141,0.8656873,0.003405314,0.0007791248,0.0003243947,0.001652158,0.0004353445,0.00002913843,0.0002730978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02688716,"threshold_uncertainty_score":0.09912103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575994157659774,"score_gpt":0.3200960668734114,"score_spread":0.2643361252968137,"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."}}