{"id":"W3137228965","doi":"","title":"Alistipes: The influence of a commensal on anxiety and depression","year":2019,"lang":"en","type":"article","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Anxiety; Microbiome; Gut–brain axis; Mechanism (biology); Depression (economics); Neuroscience; Gut flora; Psychology; Biology; Bioinformatics; Psychiatry; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Review of gut microbiota mechanisms in anxiety and depression; domain biology."},"gpt":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"high","reason":"The review concerns gut microbiome mechanisms in anxiety and depression."},"grok":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"high","reason":"Review of gut microbiota species and anxiety/depression; biomedical object."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002259427,0.0002804483,0.0003685633,0.0003309475,0.0003232719,0.0009548605,0.0001901234,0.0006091984,0.002385355],"category_scores_gemma":[0.0006047881,0.00008890187,0.0003158236,0.00034222,0.0002694899,0.0003369159,0.0005472095,0.000800872,0.0003385701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382808,"about_ca_system_score_gemma":0.000426088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461211,"about_ca_topic_score_gemma":0.001875261,"domain_scores_codex":[0.999848,0.00005350865,0.00001341892,0.0000234478,0.00003347417,0.00002804419],"domain_scores_gemma":[0.9998615,0.0000366286,0.00004677553,0.000005020769,0.00002480693,0.00002533896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004336067,0.0004033292,0.02869995,0.01086904,0.0008548044,0.004908186,0.001470621,0.0004810829,0.1610747,0.009929783,0.01784948,0.759123],"study_design_scores_gemma":[0.0002256082,0.003779009,0.3754269,0.008827695,0.00186174,0.0160354,0.004607372,0.001157131,0.04201562,0.01964432,0.5262217,0.0001976268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1040013,0.8793433,0.0009509603,0.006467591,0.001006069,0.00002001988,0.0002733463,0.00003160281,0.007905813],"genre_scores_gemma":[0.4004173,0.5886412,0.002000164,0.002399911,0.0007240609,0.00002770702,0.0002440264,0.00001408971,0.005531534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002385355,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005120999233148227,"score_gpt":0.2478215512993853,"score_spread":0.2427005520662371,"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."}}