{"id":"W4405637492","doi":"10.1016/j.nsa.2024.104333","title":"Accuracy of diagnostic tools for children and adolescents with autism spectrum disorder: a comprehensive systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Neuroscience Applied","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Autism spectrum disorder; Meta-analysis; Autism; Psychology; Systematic review; MEDLINE; Medicine; Clinical psychology; Developmental psychology; Pathology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003040654,0.0003315729,0.001453083,0.0003181217,0.0002312701,0.0003931164,0.0005395212,0.00004246953,0.00001560796],"category_scores_gemma":[0.001534911,0.0002244598,0.0002430735,0.002053322,0.0006295336,0.0004077967,0.0002601174,0.0002184766,0.000006745253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001653523,"about_ca_system_score_gemma":0.00007004931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002414376,"about_ca_topic_score_gemma":0.00001458907,"domain_scores_codex":[0.9969318,0.0001555954,0.000511079,0.001211834,0.0006812083,0.000508497],"domain_scores_gemma":[0.9964092,0.002589488,0.0002258586,0.000607515,0.00001078012,0.0001571084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000205098,0.001187571,0.001633688,0.5789376,0.008965361,0.0001596986,0.001319685,0.0004630389,0.06715697,0.338757,0.0001847859,0.001029445],"study_design_scores_gemma":[0.004053338,0.002586073,0.1086658,0.01204654,0.8035302,0.0009091818,0.0001797879,0.01003281,0.03156083,0.02217543,0.0002506479,0.004009368],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5706624,0.2688911,0.03541274,0.05155787,0.0002813597,0.06966981,0.001972925,0.001170758,0.0003811141],"genre_scores_gemma":[0.9915252,0.006316737,0.00005671214,0.001334597,0.000003537812,0.0006862532,0.000003214183,0.00003284944,0.00004094401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7945648,"threshold_uncertainty_score":0.9153205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04610912418272319,"score_gpt":0.3155580043935143,"score_spread":0.2694488802107911,"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."}}