{"id":"W4407387198","doi":"10.1093/ijnp/pyae059.461","title":"DISCOVERING TRANSLATIONAL BIOMARKERS IN NEURODEVELOPMENTAL CONDITIONS - EEG PROFILE IN MOUSE MODELS OF IDIOPATHIC AND SYNDROMIC AUTISM","year":2025,"lang":"en","type":"article","venue":"The International Journal of Neuropsychopharmacology","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Autism; Neuroscience; Electroencephalography; Autism spectrum disorder; Medicine; Translational research; Bioinformatics; Psychology; Biology; Psychiatry; Pathology","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":[0.0007664103,0.001256023,0.0005625311,0.002460963,0.0003065837,0.0004979738,0.0005000171,0.0008051919,0.00291746],"category_scores_gemma":[0.0003914616,0.0003237005,0.0009059915,0.0004914697,0.0006840996,0.0005951033,0.0005030629,0.001584658,0.0006748604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000416458,"about_ca_system_score_gemma":0.0003134416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005420215,"about_ca_topic_score_gemma":0.001020293,"domain_scores_codex":[0.9993151,0.00009143333,0.0001084713,0.0001830194,0.0002079383,0.0000938372],"domain_scores_gemma":[0.9992656,0.00006661331,0.0003131886,0.00007718573,0.0001136915,0.0001637399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003836337,0.0002048235,0.00124482,0.0001264043,0.000036253,0.0001667191,0.00005436477,0.0001279339,0.993892,0.0001962379,0.0002018404,0.003364997],"study_design_scores_gemma":[0.0001520669,0.004174859,0.0314799,0.000135429,0.0002790588,0.001831157,0.0002694361,0.002714913,0.951299,0.0004752962,0.007138819,0.00004999672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407988,0.00331262,0.04389062,0.0007657378,0.0003130805,0.0004433691,0.005797403,0.001419968,0.00325831],"genre_scores_gemma":[0.922106,0.004363785,0.05473727,0.0005533297,0.00007914744,0.002298797,0.005874135,0.0004077218,0.009579829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00291746,"threshold_uncertainty_score":0.009759903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009780129390765835,"score_gpt":0.2822361509826407,"score_spread":0.2724560215918748,"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."}}