{"id":"W4281782238","doi":"10.1007/s10803-022-05608-w","title":"Construct Validity of the Autism Classification System of Functioning: Social Communication (ACSF:SC) Across Childhood and Adolescence","year":2022,"lang":"en","type":"article","venue":"Journal of Autism and Developmental Disorders","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Glenrose Rehabilitation Hospital; McMaster University; Wilfrid Laurier University; McMaster University Medical Centre","funders":"Hamilton Health Sciences","keywords":"Autism; Psychology; Discriminant validity; Developmental psychology; Construct validity; Construct (python library); Social communication; Convergent validity; Developmental disorder; Autism spectrum disorder; Test validity; Psychometrics; Clinical psychology","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":[0.000675676,0.0001264198,0.0002547905,0.0001012508,0.001105199,0.00004005985,0.0004545346,0.00004961957,0.00002708155],"category_scores_gemma":[0.0001262651,0.0001073727,0.00007944796,0.0004277433,0.0007081386,0.0002457564,0.000528072,0.000445131,5.803028e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360887,"about_ca_system_score_gemma":0.0002676469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004989648,"about_ca_topic_score_gemma":0.00002106295,"domain_scores_codex":[0.997872,0.0004608996,0.0005937322,0.0001920027,0.0006691024,0.0002122816],"domain_scores_gemma":[0.9988126,0.0001805599,0.0007817714,0.0001504684,0.00001776099,0.0000568843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005863961,0.001371827,0.533396,0.0006363678,0.0001527615,0.000008120597,0.04988208,0.00007974522,0.08708461,0.2684651,0.0006813225,0.05765571],"study_design_scores_gemma":[0.001077489,0.0001107636,0.9812658,0.00007667919,0.00001617689,0.0002674648,0.01016193,0.0001481452,0.002535644,0.004003746,0.000219267,0.0001168649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951208,0.0002744954,0.0001861322,0.003122903,0.0001941807,0.0002651564,0.00004566897,0.00001156259,0.000779135],"genre_scores_gemma":[0.9993601,0.0003158002,0.0002217826,0.00004501044,0.000004309542,0.000008084873,0.000002000601,0.00001192918,0.00003100311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478698,"threshold_uncertainty_score":0.8500409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251627241902761,"score_gpt":0.2771731767418836,"score_spread":0.244656904322856,"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."}}