{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001455675,0.000343644,0.0003142573,0.0009792079,0.000201998,0.0003002594,0.0001176251,0.0002130778,0.0009185978],"category_scores_gemma":[0.0003637947,0.0001203743,0.0002258615,0.0005438568,0.0001533251,0.0000855427,0.0003015375,0.0001473406,0.0001414533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057678,"about_ca_system_score_gemma":0.0001910285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393908,"about_ca_topic_score_gemma":0.004416994,"domain_scores_codex":[0.9998549,0.00002210999,0.00001205202,0.00005759308,0.00003293286,0.00002037737],"domain_scores_gemma":[0.9998506,0.00002464826,0.00006451494,0.00001101135,0.00002932345,0.00001983242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002280577,0.0000801225,0.5352908,0.0002085304,0.0004208916,0.0008038973,0.0003554738,0.000516373,0.4271563,0.0001717307,0.0007290886,0.03198605],"study_design_scores_gemma":[0.00000832928,0.0001560788,0.9897414,0.000008698711,0.00005897707,0.0007698738,0.000104976,0.0005606943,0.007865147,0.000118017,0.0005990076,0.000008681365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996203,0.0008719778,0.0005877682,0.00004941688,0.000006020518,0.00001274307,0.001762638,0.00004616349,0.0004602228],"genre_scores_gemma":[0.9967078,0.0003069329,0.00109469,0.00005242062,0.000005596306,0.00002203059,0.001489269,0.00001149382,0.0003097302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003393908,"threshold_uncertainty_score":0.006748319,"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."}}