{"id":"W4291414904","doi":"10.1017/ipm.2022.34","title":"Autism spectrum disorders: current issues and future directions","year":2022,"lang":"en","type":"article","venue":"Irish Journal of Psychological Medicine","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Autism; Autistic spectrum; Psychology; Mental health; Psychiatry; Neuroimaging; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007332752,0.0001726072,0.0003622554,0.0003209108,0.0004336226,0.00002685918,0.0005144255,0.00004774849,0.004187061],"category_scores_gemma":[0.000325018,0.000119546,0.00008861527,0.0007596688,0.0004603989,0.000137653,0.000189153,0.001492412,0.000012412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006213589,"about_ca_system_score_gemma":0.00001735884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134642,"about_ca_topic_score_gemma":0.000002878598,"domain_scores_codex":[0.9972335,0.0005456947,0.000495806,0.0003753124,0.0009631491,0.0003865481],"domain_scores_gemma":[0.9989889,0.000246534,0.0002839354,0.0002220682,0.000007247764,0.0002512814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001154179,0.004807577,0.009540328,0.00006958848,0.00006381448,0.001305745,0.004848551,0.00002408079,0.009380503,0.1374175,0.1945027,0.6368854],"study_design_scores_gemma":[0.001834053,0.003350179,0.07509291,0.0000345458,0.00002494164,0.001935022,0.0003268668,0.00002836491,0.00009536058,0.12524,0.7918566,0.0001811499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3672199,0.03404086,0.0002012167,0.5885127,0.003872439,0.0002797717,0.00001293147,0.00006581473,0.005794471],"genre_scores_gemma":[0.9671835,0.03066549,0.00007902187,0.0008097207,0.001031001,0.00001408678,8.284147e-7,0.00001755026,0.0001988614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6367043,"threshold_uncertainty_score":0.9967232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07628688835172093,"score_gpt":0.4167233200349255,"score_spread":0.3404364316832046,"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."}}