{"id":"W4291149082","doi":"10.1177/13623613221114280","title":"Mobile and online consumer tools to screen for autism do not promote equity","year":2022,"lang":"en","type":"article","venue":"Autism","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institute of General Medical Sciences; National Institute of Mental Health","keywords":"Autism; Autism spectrum disorder; Psychology; The Internet; Toddler; Literacy; Reading (process); Equity (law); Developmental psychology; World Wide Web; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005346294,0.0002167139,0.0002806546,0.0001515775,0.0007743877,0.0001818467,0.0006988005,0.0000614735,0.000742948],"category_scores_gemma":[0.0003324359,0.0002294626,0.00007681597,0.0004874858,0.0001758855,0.0002365916,0.002137006,0.0004359632,0.00009547443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324544,"about_ca_system_score_gemma":0.0001583039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001351355,"about_ca_topic_score_gemma":0.00003478999,"domain_scores_codex":[0.997106,0.0001814007,0.0003010203,0.0008734777,0.0007241631,0.0008139674],"domain_scores_gemma":[0.9987636,0.0003257227,0.00008126368,0.0005544026,0.000007183947,0.0002678821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003963164,0.0008797899,0.0003220496,0.00009698385,0.00003261905,0.0001580508,0.002624508,0.0001214556,0.2757381,0.4154423,0.005380283,0.2988076],"study_design_scores_gemma":[0.004521111,0.004192578,0.03285223,0.00004849552,0.00005437011,0.0002807775,0.000195503,0.005652265,0.05490135,0.1342284,0.7616443,0.001428667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610912,0.0005159585,0.001215442,0.02683639,0.0003671481,0.004696447,0.002921847,0.0003107209,0.002044826],"genre_scores_gemma":[0.99233,0.00007358415,0.001357681,0.002112445,0.00001976746,0.0009581401,0.00003066913,0.00005583327,0.003061953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.756264,"threshold_uncertainty_score":0.9357212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08789612002786698,"score_gpt":0.3725151175601989,"score_spread":0.284618997532332,"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."}}