{"id":"W4310714224","doi":"10.1016/j.ridd.2022.104390","title":"Developmental and behavioral groupings can predict changes in adaptive behavior over time in young children with neurodevelopmental disorders","year":2022,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Adaptive behavior; Psychology; Developmental psychology; Developmental disorder; Adaptive functioning; Clinical psychology; Autism","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00141373,0.0004741396,0.0004609953,0.001655197,0.0006585555,0.0001625278,0.0008754139,0.00009475768,0.001007476],"category_scores_gemma":[0.0001944262,0.0004992293,0.00003579482,0.002616356,0.001650295,0.0005461454,0.002428561,0.00168704,0.00002593684],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003985619,"about_ca_system_score_gemma":0.0009031809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008991587,"about_ca_topic_score_gemma":0.07299191,"domain_scores_codex":[0.9925742,0.001084341,0.0006002943,0.001514141,0.002340462,0.0018866],"domain_scores_gemma":[0.9990052,0.0004656809,0.0000644099,0.00020557,0.00001349232,0.0002456406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003718752,0.001186259,0.9766676,0.00002598866,0.000006382062,0.0001008964,0.0161071,0.000009467547,0.002662158,0.000488403,0.00003310142,0.002340792],"study_design_scores_gemma":[0.002300831,0.0006106056,0.9738266,0.00007541847,0.000002387947,0.0002207459,0.01996806,0.0001274426,0.001568129,0.0006634726,0.00003143687,0.0006048908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944254,0.00004764547,3.249258e-7,0.0007367911,0.00004368097,0.002904745,0.0002094348,0.00007060631,0.001561342],"genre_scores_gemma":[0.9952696,0.00009793245,0.0002406136,0.00005438231,0.000009833909,0.003621192,0.00006647302,0.00009324824,0.0005467004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06400032,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06676500891218728,"score_gpt":0.3228332615442216,"score_spread":0.2560682526320343,"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."}}