{"id":"W2150676001","doi":"10.1109/icassp.2013.6639134","title":"Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers","year":2013,"lang":"en","type":"article","venue":"","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Dalhousie University; University of Alberta; Holland Bloorview Kids Rehabilitation Hospital; Institut National de la Recherche Scientifique","funders":"Canadian Institutes of Health Research","keywords":"Autism; Autism spectrum disorder; Psychology; Typically developing; Nonverbal communication; Audiology; Autistic spectrum; Developmental psychology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001569299,0.0001920971,0.0004328805,0.001130946,0.00009491091,0.00002698458,0.000405215,0.0001048354,0.00164176],"category_scores_gemma":[0.0002913883,0.000179817,0.0002697139,0.00335856,0.0003606346,0.0002165948,0.00008140819,0.0001777122,0.0000208453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007769799,"about_ca_system_score_gemma":0.00009495059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006032237,"about_ca_topic_score_gemma":0.002028977,"domain_scores_codex":[0.9975436,0.000196172,0.0005442626,0.0004716222,0.0008490708,0.0003953202],"domain_scores_gemma":[0.9984933,0.0004403818,0.0002802694,0.0006598198,0.00001986097,0.0001063481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00050163,0.002064358,0.04868046,0.0002484573,0.0004169032,0.000002954517,0.001186797,0.3645677,0.5398256,0.04018636,0.00008458644,0.002234201],"study_design_scores_gemma":[0.0005227487,0.0006330211,0.3774397,0.00001881294,0.0001944889,1.921142e-7,0.00004420807,0.4415802,0.1761085,0.003299208,0.000003777489,0.0001551353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203343,0.00001096719,0.07284272,0.0008723824,0.00008079238,0.0006661967,0.00004703461,0.00006860757,0.005076948],"genre_scores_gemma":[0.9993142,0.0000280802,0.00006595997,0.00005251324,0.000004157602,0.00003771899,0.000005351224,0.00002581802,0.0004661662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3637171,"threshold_uncertainty_score":0.9992709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148932434330706,"score_gpt":0.264675632978649,"score_spread":0.2497823895455784,"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."}}