{"id":"W4399767410","doi":"10.54097/47c32q91","title":"Research Progress: Relationship Between Gut Microbiome and Mental Health","year":2024,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Anxiety; Gut microbiome; Mental health; Microbiome; Probiotic; Mechanism (biology); Psychology; Gut flora; Medicine; Psychiatry; Bioinformatics; Biology; Immunology; Genetics","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":[0.001900366,0.0005172944,0.0005896835,0.001131054,0.0005420591,0.002277681,0.0004056958,0.001046706,0.004753562],"category_scores_gemma":[0.003169231,0.0001363453,0.0007186617,0.001376992,0.0009499024,0.002096347,0.001081069,0.001826889,0.0006773369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008509613,"about_ca_system_score_gemma":0.002422223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468637,"about_ca_topic_score_gemma":0.002695507,"domain_scores_codex":[0.9993322,0.0002419529,0.00004624773,0.0001974163,0.000111384,0.00007079584],"domain_scores_gemma":[0.9974973,0.001213653,0.0003603009,0.0001191418,0.0005441057,0.0002654718],"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":[0.0005932063,0.0003122569,0.07980732,0.008399489,0.0007830873,0.0007154708,0.001838978,0.0007353025,0.0164585,0.03581849,0.02629149,0.8282465],"study_design_scores_gemma":[0.00007043577,0.001099753,0.3327726,0.009048238,0.001544177,0.003300573,0.008797413,0.002984574,0.009201813,0.07558222,0.5553526,0.0002456781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.057437,0.8623173,0.007590799,0.05670879,0.003046645,0.00004933699,0.0009206224,0.00008780545,0.01184172],"genre_scores_gemma":[0.1920493,0.7848887,0.008507636,0.006688348,0.003782481,0.00006954151,0.0006477567,0.00002775252,0.003338529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004753562,"threshold_uncertainty_score":0.01590222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066779780110727,"score_gpt":0.3361178024485474,"score_spread":0.3154500046474401,"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."}}