{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004520421,0.000348834,0.0003263987,0.00106389,0.0009014352,0.003318409,0.0006919631,0.0007756685,0.02273928],"category_scores_gemma":[0.02663155,0.0002111136,0.0006673606,0.001113971,0.001203976,0.004125818,0.002652443,0.0005210372,0.002077797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458026,"about_ca_system_score_gemma":0.002286315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009060434,"about_ca_topic_score_gemma":0.01212656,"domain_scores_codex":[0.9952808,0.002866392,0.0001552708,0.0001593147,0.001009511,0.000528548],"domain_scores_gemma":[0.9860358,0.009120596,0.001480268,0.001243534,0.001251114,0.0008686325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001513321,0.004897194,0.3297771,0.002664835,0.000264655,0.0009019265,0.0139167,0.009387885,0.004190384,0.05957137,0.03447521,0.5384395],"study_design_scores_gemma":[0.001647938,0.008610412,0.4233966,0.003600193,0.0006800481,0.001446898,0.04040935,0.04407017,0.009033012,0.08013937,0.3866869,0.0002791094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7679974,0.0007997119,0.01229854,0.004260878,0.00008498313,0.001803693,0.001496462,0.0003729581,0.2108853],"genre_scores_gemma":[0.9850618,0.0003519644,0.007860546,0.0007531166,0.00002076309,0.0006276816,0.0002534055,0.00003895985,0.005031709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02273928,"threshold_uncertainty_score":0.07607049,"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."}}