{"id":"W2946302726","doi":"10.1016/j.biopsych.2019.03.308","title":"O43. Novel Brain-Behaviour Similarity Subgroups Across Neurodevelopmental Disorders","year":2019,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Autism spectrum disorder; Categorical variable; Psychology; Attention deficit hyperactivity disorder; Similarity (geometry); Neurodevelopmental disorder; Cognition; Homogeneous; Clinical psychology; Genetic similarity; Autism; Feature (linguistics); Neuroscience; Psychiatry; Medicine; Artificial intelligence; Computer science; Machine learning","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":[0.0002894759,0.0005036279,0.0005341679,0.0006972349,0.000894098,0.0005431838,0.0004198622,0.001041715,0.01503425],"category_scores_gemma":[0.0007741779,0.0001384653,0.0008391152,0.0004916745,0.0004677064,0.0002834498,0.0008209316,0.0007930354,0.001674137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002622758,"about_ca_system_score_gemma":0.0004302381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618137,"about_ca_topic_score_gemma":0.002530501,"domain_scores_codex":[0.9997284,0.00003250022,0.00002504725,0.00009508609,0.00005571717,0.000063176],"domain_scores_gemma":[0.9995356,0.000104275,0.0001561298,0.00004658282,0.00004077622,0.0001167401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006584381,0.0007164113,0.172148,0.0004399403,0.0007934432,0.02064532,0.002078911,0.00106463,0.6872413,0.009909475,0.006128375,0.09224978],"study_design_scores_gemma":[0.0004494161,0.001203347,0.8930769,0.0001422792,0.000364058,0.04364911,0.001175081,0.003401671,0.0312987,0.01063995,0.01452821,0.00007136612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884726,0.0004321178,0.001520168,0.0004081768,0.00005647082,0.00005080079,0.001177373,0.00007664256,0.00780555],"genre_scores_gemma":[0.995553,0.00007877183,0.0007698404,0.0002513185,0.00003783646,0.00003406264,0.001069707,0.00005207722,0.002153448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503425,"threshold_uncertainty_score":0.05029458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247387371614886,"score_gpt":0.3222274086268618,"score_spread":0.2797535349107129,"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."}}