{"id":"W4212882787","doi":"10.1093/jcag/gwab049.228","title":"A229 GUT MICROBIOTA PROFILES, DIET AND SHORT-CHAIN FATTY ACIDS AS PREDICTORS OF GENERALIZED ANXIETY DISORDER","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University","funders":"","keywords":"Generalized anxiety disorder; Internal medicine; Gut flora; Calprotectin; Feces; Gastroenterology; Body mass index; Medicine; Anxiety; Mini-international neuropsychiatric interview; Immunology; Biology; Psychiatry; Disease; Inflammatory bowel disease; Microbiology","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":[0.0005322666,0.00067198,0.0005375269,0.0008952215,0.0004393223,0.0009144346,0.0002292146,0.0004265322,0.005363604],"category_scores_gemma":[0.001430103,0.0001784313,0.001098467,0.0008400661,0.0001920335,0.0002469723,0.0005254503,0.0004801709,0.0005590317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088638,"about_ca_system_score_gemma":0.000317303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004337359,"about_ca_topic_score_gemma":0.004379863,"domain_scores_codex":[0.9995841,0.0001392455,0.0000437593,0.0001087193,0.00005207679,0.000072061],"domain_scores_gemma":[0.9993191,0.0001512288,0.0002106468,0.00005053764,0.00009796408,0.0001705828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009683033,0.00009402784,0.9866222,0.0001464101,0.0007577194,0.0001314077,0.00007661809,0.000132177,0.002605884,0.00003946452,0.0006273529,0.007798509],"study_design_scores_gemma":[0.00001657379,0.000174741,0.9978116,0.00003299992,0.0002128762,0.0002426661,0.0001288426,0.0007334715,0.0001519894,0.00007783505,0.000410019,0.000006401715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995587,0.001620698,0.0005163659,0.0001339914,0.00004922312,0.00002502374,0.001354579,0.00002798474,0.0006852125],"genre_scores_gemma":[0.9983871,0.0001900574,0.0003946265,0.00003806335,0.00002314894,0.00001607632,0.0006251903,0.000007101732,0.0003186413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005363604,"threshold_uncertainty_score":0.01794308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00443803310724101,"score_gpt":0.2117822134008033,"score_spread":0.2073441802935623,"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."}}