{"id":"W4403842301","doi":"10.3390/brainsci14111066","title":"Atypical Brain Connectivity During Pragmatic and Semantic Language Processing in Children with Autism","year":2024,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Simon Fraser University","keywords":"Autism; Psychology; Semantic memory; Cognitive psychology; Computer science; Natural language processing; Neuroscience; Developmental psychology; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009173435,0.0001425083,0.000161043,0.0003244285,0.0003441898,0.0005376582,0.0003223649,0.0000413507,0.00003696776],"category_scores_gemma":[0.0007511211,0.0001048202,0.00001821678,0.001543088,0.0008971796,0.0006599034,0.0001664332,0.0002810905,0.00002225891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003915425,"about_ca_system_score_gemma":0.0001957376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069414,"about_ca_topic_score_gemma":0.0002808329,"domain_scores_codex":[0.9978134,0.0002316317,0.000154001,0.0007450735,0.0005518275,0.0005040588],"domain_scores_gemma":[0.9992124,0.0005302848,0.00003336376,0.0001376807,0.000001746403,0.00008449177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000179258,0.0004759122,0.454579,0.001356682,0.00001971968,0.001177811,0.03466183,0.0003061637,0.2379104,0.219536,0.0002463857,0.04955089],"study_design_scores_gemma":[0.000554655,0.0002281206,0.9444593,0.0004579551,0.000004690072,0.0008011324,0.0004049633,0.03368125,0.008760153,0.01027831,0.00002543739,0.0003440201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970879,0.0008575233,0.0001873369,0.02675729,0.00002428825,0.0004050125,0.000003455659,0.0001564212,0.0007296589],"genre_scores_gemma":[0.9992397,0.000008373774,0.0001449703,0.0002200204,0.00001698499,0.00002445886,3.375961e-7,0.00001457519,0.0003305216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4898803,"threshold_uncertainty_score":0.5184651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569197175545715,"score_gpt":0.3122673455017943,"score_spread":0.2965753737463371,"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."}}