{"id":"W4387424342","doi":"10.1186/s13073-023-01228-w","title":"Genomic architecture of autism spectrum disorder in Qatar: The BARAKA-Qatar Study","year":2023,"lang":"en","type":"article","venue":"Genome Medicine","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Qatar National Research Fund; Hospital for Sick Children; Fonds National de la Recherche Luxembourg; University of Toronto; Simons Foundation Autism Research Initiative","keywords":"Human genetics; Autism spectrum disorder; Genomic medicine; Autism; Architecture; Genetics; Computational biology; Molecular medicine; Biology; Medicine; Bioinformatics; Psychiatry; Gene; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001195317,0.0003862138,0.0003313611,0.001213669,0.0009383413,0.0005841313,0.0005112876,0.0004387874,0.002686554],"category_scores_gemma":[0.001387417,0.0002324147,0.0004589984,0.0016295,0.0004165135,0.0002982011,0.0009935228,0.0004702864,0.0003724209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009981176,"about_ca_system_score_gemma":0.001052299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0426884,"about_ca_topic_score_gemma":0.03559404,"domain_scores_codex":[0.9995188,0.00009742849,0.00003511248,0.0001733148,0.00008124416,0.00009412496],"domain_scores_gemma":[0.9993935,0.00008540783,0.0001956784,0.00007136622,0.0001539711,0.0001002217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002340619,0.00003966895,0.9888375,0.00005814782,0.0002168535,0.0003664416,0.001317055,0.0002264062,0.001828142,0.0002433441,0.001974451,0.004657919],"study_design_scores_gemma":[0.00002185699,0.0000620318,0.9977367,0.00003068663,0.00007879719,0.0003165398,0.0005478184,0.0002133262,0.0000799745,0.00006809515,0.0008374825,0.000006664024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947327,0.0004166267,0.0002355472,0.0003025919,0.000008330167,0.00003869484,0.003643933,0.000007385047,0.0006141282],"genre_scores_gemma":[0.9951594,0.0002068129,0.0003827137,0.0001989384,0.000009988325,0.00004352374,0.003766497,0.000004977481,0.000227195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0426884,"threshold_uncertainty_score":0.08487988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020375308186458,"score_gpt":0.3025506248673404,"score_spread":0.2723468717854758,"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."}}