{"id":"W2487064287","doi":"10.1155/2016/2718275","title":"Biodiversity, the Human Microbiome and Mental Health: Moving toward a New Clinical Ecology for the 21st Century?","year":2016,"lang":"en","type":"article","venue":"International Journal of Biodiversity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microbiome; Context (archaeology); Biodiversity; Mental health; Ecology; Human microbiome; Metagenomics; Environmental ethics; Psychology; Biology; Psychiatry; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005309723,0.00008423429,0.0001273617,0.00004848652,0.000294986,0.00003230416,0.0005168385,0.0000804845,0.00003359055],"category_scores_gemma":[0.00004953593,0.00004534299,0.0001698563,0.00002216418,0.0002109702,0.0000107157,0.0003282477,0.00009415006,0.000008948789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006599961,"about_ca_system_score_gemma":0.0001717277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100831,"about_ca_topic_score_gemma":0.00009309893,"domain_scores_codex":[0.9992515,0.00007316803,0.0002651415,0.000146773,0.0001075424,0.000155861],"domain_scores_gemma":[0.9992244,0.0000698726,0.0003280456,0.00009365177,0.0001813865,0.0001026365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007772556,0.0002012896,0.2840682,0.00001489964,0.0009103529,0.000008013442,0.0006756075,5.768629e-7,0.1914313,0.0002040582,0.4915603,0.03014815],"study_design_scores_gemma":[0.004112194,0.0008566434,0.2146173,0.00002688697,0.00004698783,0.0002341652,0.0009346818,6.229695e-7,0.002986925,0.0000634841,0.7759818,0.0001382909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850963,0.001060908,0.0003246336,0.1111738,0.001667208,0.0001943162,0.0004613168,0.000002932329,0.00001870825],"genre_scores_gemma":[0.9854397,0.007307048,0.0003783752,0.006045844,0.000644311,3.532579e-7,0.00003950126,0.000003270106,0.0001415612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2844215,"threshold_uncertainty_score":0.2268824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838467941336485,"score_gpt":0.3285636635924896,"score_spread":0.2901789841791248,"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."}}