{"id":"W2990928171","doi":"10.1177/0706743719890725","title":"Decoding Microbiome Research for Clinical Psychiatry","year":2019,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Ontario Brain Institute","keywords":"Microbiome; Psychiatry; Psychology; MEDLINE; Medicine; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005469173,0.0009749324,0.002030621,0.00178446,0.006769537,0.005503777,0.002012501,0.03862501,0.008869275],"category_scores_gemma":[0.05193534,0.0007464361,0.001178086,0.001090211,0.007536252,0.005786684,0.003666926,0.04415988,0.004513834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115746,"about_ca_system_score_gemma":0.01383354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02705389,"about_ca_topic_score_gemma":0.04847113,"domain_scores_codex":[0.9960024,0.00147218,0.0004636505,0.0003925461,0.001045909,0.000623361],"domain_scores_gemma":[0.9681128,0.01705769,0.00119868,0.0009006018,0.006016267,0.006714095],"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":[0.00007982037,0.00002911198,0.0008171513,0.0001300267,0.00003769207,0.002018037,0.0001791813,0.00006075971,0.0001163295,0.007741342,0.9684868,0.02030375],"study_design_scores_gemma":[0.0005207923,0.0001031745,0.002521891,0.002031662,0.0001987328,0.004351372,0.001545742,0.0007838875,0.0003187121,0.146515,0.8409328,0.0001760658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009909833,0.004465039,0.00005185337,0.9812343,0.01306447,0.00000341787,0.00001943749,0.000009654057,0.001052668],"genre_scores_gemma":[0.00844328,0.01008731,0.0003900203,0.8214626,0.1563095,0.00003407338,0.00003596927,0.00002391317,0.003213356],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03862501,"threshold_uncertainty_score":0.08095348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011426560970377,"score_gpt":0.414495663514689,"score_spread":0.3133530074176513,"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."}}