{"id":"W6920644107","doi":"10.60692/fyyhp-c9v64","title":"Multi-level analysis of the gut–brain axis shows autism spectrum disorder-associated molecular and microbial profiles","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Autism spectrum disorder; Autism; Microbiome; Gene; Neurodevelopmental disorder; Gene expression; Genetic architecture","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":[0.001223288,0.0004664987,0.0005018808,0.001921839,0.0003919172,0.0008454117,0.0002680723,0.0003400388,0.001011421],"category_scores_gemma":[0.002347698,0.000141042,0.001003687,0.001339748,0.0002463293,0.0003454468,0.001211369,0.0004212523,0.0002902901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003342037,"about_ca_system_score_gemma":0.000445121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632726,"about_ca_topic_score_gemma":0.005069465,"domain_scores_codex":[0.9993145,0.000195978,0.00005954581,0.0002469926,0.0001098047,0.00007312256],"domain_scores_gemma":[0.9990835,0.0003574199,0.0002171462,0.0001499753,0.0001226091,0.00006938687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008518338,0.0001642466,0.8010299,0.0003883162,0.001749945,0.0002447432,0.0002243308,0.007523174,0.1208112,0.0009183986,0.001742758,0.06435114],"study_design_scores_gemma":[0.00002102839,0.000192685,0.9560858,0.00003942011,0.0002721614,0.0002798074,0.0002119874,0.03046631,0.006781758,0.002865558,0.002744348,0.00003905072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585708,0.00119725,0.02593327,0.0002830973,0.00001913674,0.00003550613,0.01285915,0.0003248341,0.0007770811],"genre_scores_gemma":[0.963593,0.0003010609,0.01883251,0.0001147781,0.00001208009,0.00006041602,0.01669563,0.00005701943,0.0003335931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002632726,"threshold_uncertainty_score":0.006469429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137854319659116,"score_gpt":0.2285447903273868,"score_spread":0.2071662471307956,"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."}}