{"id":"W4405994964","doi":"10.1080/19420889.2024.2446332","title":"The overlooked role of microbiota-gut-brain communication in child psychiatry: a call for integration in early intervention strategies","year":2025,"lang":"en","type":"article","venue":"Communicative & Integrative Biology","topic":"Infant Health and Development","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Dartmouth College","keywords":"Intervention (counseling); Gut flora; Medicine; Psychiatry; Bioinformatics; Psychology; Neuroscience; Intensive care medicine; Biology; Immunology","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":[0.01002548,0.0006730417,0.001822509,0.0009790158,0.002573923,0.00418622,0.00256167,0.008827995,0.003337587],"category_scores_gemma":[0.0262922,0.0003333897,0.001301405,0.0007323812,0.008718313,0.006372079,0.004241974,0.0163579,0.0006754768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006963667,"about_ca_system_score_gemma":0.02138634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555833,"about_ca_topic_score_gemma":0.05360535,"domain_scores_codex":[0.9922304,0.004550822,0.0006381809,0.0007394582,0.001312445,0.0005287427],"domain_scores_gemma":[0.9630281,0.03161016,0.00115029,0.0003994896,0.002601551,0.0012103],"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":[0.0002565305,0.00007879319,0.003026092,0.01546459,0.000270322,0.003092447,0.0204079,0.0006116517,0.0009539148,0.1402494,0.4067089,0.4088795],"study_design_scores_gemma":[0.00004422703,0.0001028918,0.003212786,0.02454647,0.0001600969,0.002726967,0.01012606,0.0003460081,0.0002708761,0.07729189,0.88107,0.0001015786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001172929,0.3432441,0.002007874,0.6360993,0.0139238,0.00002232326,0.00004805509,0.00002903727,0.003452628],"genre_scores_gemma":[0.04224714,0.5983365,0.006587283,0.3062141,0.04278416,0.0001675175,0.00005918011,0.00006216957,0.003541968],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01555833,"threshold_uncertainty_score":0.05302042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172348606067881,"score_gpt":0.4242996418698937,"score_spread":0.4025761558092149,"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."}}