{"id":"W4402878728","doi":"10.1016/j.jaacop.2024.09.005","title":"Maternal Serotonin Levels and Neurodevelopmental Severity in Autistic Children: A Partial Replication and Extension","year":2024,"lang":"en","type":"article","venue":"JAACAP Open","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health; University of Illinois at Chicago; University of Illinois at Urbana-Champaign; Vanderbilt University; Yale University; Acadia University; Columbia University; University of New South Wales; York University; Roche; Jazz Pharmaceuticals; Novartis; Simons Foundation","keywords":"Replication (statistics); Extension (predicate logic); Autism; Psychology; Developmental psychology; Serotonin; Medicine; Computer science; Internal medicine; Virology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003792962,0.0001197757,0.0001358417,0.0000987835,0.0001254799,0.000508493,0.0002846079,0.0000481867,0.0001174632],"category_scores_gemma":[0.0001448488,0.0001124639,0.00001036665,0.0002470328,0.0001016386,0.0004444454,0.0008199821,0.0002406091,0.00005996752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004690623,"about_ca_system_score_gemma":0.00007192943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004976076,"about_ca_topic_score_gemma":0.0000568024,"domain_scores_codex":[0.9983415,0.0001338399,0.0001939991,0.0008445589,0.0002201695,0.0002659162],"domain_scores_gemma":[0.9995594,0.00005720066,0.00002725436,0.0002808275,0.000002965629,0.00007235927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004089975,0.000279904,0.4768147,0.0002503215,0.00001771267,0.0007663417,0.003175274,0.0000122074,0.3615351,0.05046485,0.00100374,0.1052708],"study_design_scores_gemma":[0.0003379574,0.00004360858,0.9632382,0.00005991954,0.000002435623,0.0003056929,0.000005760705,0.006414676,0.02592217,0.0031047,0.0004309358,0.0001339248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944319,0.00008075116,0.00006359565,0.003730209,0.00006309952,0.0009947058,0.00002791073,0.00005272167,0.0005550926],"genre_scores_gemma":[0.9988998,0.00005425008,0.0002224842,0.000296489,0.00001380255,0.00008964377,0.000003484304,0.00001971509,0.0004002999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4864235,"threshold_uncertainty_score":0.490341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05463832377836209,"score_gpt":0.3496513407267231,"score_spread":0.295013016948361,"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."}}