{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004076304,0.0003815072,0.0003437521,0.001092247,0.0002225818,0.0004760303,0.0002108119,0.0003594518,0.0008669651],"category_scores_gemma":[0.001847946,0.0001635665,0.0002583833,0.0002012393,0.0001975171,0.0002152312,0.0004022025,0.0002639347,0.0004484361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114044,"about_ca_system_score_gemma":0.0001371727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508791,"about_ca_topic_score_gemma":0.005229355,"domain_scores_codex":[0.999736,0.00006380613,0.00004122526,0.0000584142,0.00005994134,0.00004053487],"domain_scores_gemma":[0.9992056,0.0002558146,0.0002030829,0.00004933451,0.0001892239,0.00009687255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004114892,0.00007476072,0.8989093,0.00009143206,0.00005036627,0.001600905,0.001300457,0.0001425959,0.05407992,0.00004284749,0.0002416428,0.04305426],"study_design_scores_gemma":[0.000001849643,0.0001302588,0.9944798,0.0000154487,0.00001446065,0.0009847991,0.000661482,0.000243518,0.003211645,0.0000177655,0.0002323873,0.00000663518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979201,0.0001758762,0.001055971,0.00001436349,0.000007606728,0.00001794545,0.0002240505,0.00003087567,0.0005531125],"genre_scores_gemma":[0.9952567,0.0003004254,0.003527599,0.00001847632,0.000008145415,0.00003566328,0.0004301306,0.00000796792,0.0004147416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002508791,"threshold_uncertainty_score":0.004988432,"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."}}