{"id":"W2771252654","doi":"10.1159/000477398","title":"Issues in Identification and Assessment of Children with Autism and a Proposed Resource Toolkit for Speech-Language Pathologists","year":2017,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"TAV College","funders":"","keywords":"Autism; Autism spectrum disorder; Psychology; Identification (biology); Resource (disambiguation); Language development; Developmental psychology; Neurodevelopmental disorder; Clinical psychology; Computer science","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":[0.000765509,0.0001780567,0.0002980296,0.0002253922,0.0003008499,0.0002008207,0.0005074495,0.00009875849,0.00001378677],"category_scores_gemma":[0.0007482619,0.0001464485,0.00003442491,0.0001749504,0.0005714821,0.0002576542,0.0003094244,0.0002992129,0.000002552751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004035385,"about_ca_system_score_gemma":0.0001344714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004352201,"about_ca_topic_score_gemma":0.0001631248,"domain_scores_codex":[0.9980229,0.0001890497,0.0003103019,0.0006470199,0.0004560119,0.0003746996],"domain_scores_gemma":[0.9987119,0.0001745078,0.0003510601,0.0006496325,0.00001301094,0.00009988733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007316024,0.001437263,0.7345492,0.0005478143,0.00006078489,0.0003488421,0.006007521,0.0000103477,0.1393013,0.06232553,0.001416603,0.05326322],"study_design_scores_gemma":[0.001915288,0.0004787633,0.9749905,0.00004098158,0.0000244354,0.00007426078,0.00006088253,0.0005641801,0.01816253,0.00310929,0.0003733733,0.0002055309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850584,0.0004262848,0.0003976795,0.01158935,0.00002800132,0.001407472,0.00008754148,0.00004867847,0.0009565442],"genre_scores_gemma":[0.9965899,0.0004518611,0.002417891,0.00007863216,0.00002546474,0.00005449633,0.000009816737,0.00002744832,0.000344508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2404413,"threshold_uncertainty_score":0.5971995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373900432688284,"score_gpt":0.353228828558665,"score_spread":0.3294898242317821,"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."}}