{"id":"W4306403288","doi":"10.3390/jpm12101727","title":"Metabolomic Signatures of Autism Spectrum Disorder","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gupta Family Foundation; BRAIN Foundation","keywords":"Metabolism; Metabolomics; Biology; Oxidative stress; Metabolic pathway; Metabolome; Biochemistry; Pyrimidine metabolism; Bioinformatics; Purine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001276955,0.0001870412,0.0006738217,0.000638061,0.0002367981,0.000008763311,0.0007984237,0.00004475674,0.01087119],"category_scores_gemma":[0.0007390201,0.0001399878,0.0002282054,0.0008883839,0.0005531941,0.0001482747,0.000204035,0.001041785,0.000006662038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012746,"about_ca_system_score_gemma":0.0002873331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007545478,"about_ca_topic_score_gemma":0.000005321544,"domain_scores_codex":[0.9960382,0.0005433138,0.0007298497,0.0002593923,0.002023224,0.0004060174],"domain_scores_gemma":[0.9983407,0.0004636592,0.0007477872,0.0002462899,0.00001963015,0.0001819257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00190831,0.0007400105,0.001008591,0.00009351753,0.0001325505,0.0007167035,0.006396166,0.0005085295,0.7306877,0.2465027,0.009336077,0.001969099],"study_design_scores_gemma":[0.03836557,0.01300214,0.0240179,0.0003701714,0.0007391997,0.005491619,0.008846791,0.002362584,0.1122564,0.216001,0.5772842,0.001262359],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8328559,0.02069302,0.0009228732,0.1396912,0.001388428,0.0004298252,0.00004266906,0.00003538075,0.003940657],"genre_scores_gemma":[0.9960597,0.0008967549,0.0001306537,0.0008439539,0.0001630701,0.000007687351,0.000001390253,0.00003231336,0.001864529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6184313,"threshold_uncertainty_score":0.990033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751539910635303,"score_gpt":0.3146451213157259,"score_spread":0.2871297222093729,"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."}}