{"id":"W2154002310","doi":"10.5539/res.v4n2p18","title":"Demographics Associated with Autistic Spectrum Diagnosis in England","year":2012,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Autism; Autistic spectrum; Mental health; Psychology; Intervention (counseling); Medical diagnosis; Psychiatry; Test (biology); Clinical psychology; Medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004182878,0.00007042773,0.0002235238,0.00103858,0.0004716314,0.0005998294,0.0001776299,0.0002067573,0.00315059],"category_scores_gemma":[0.002228394,0.000148801,0.00008973623,0.0009932852,0.0003566851,0.0004662799,0.0007003933,0.0002249494,0.0003131324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037251,"about_ca_system_score_gemma":0.0009222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.059686,"about_ca_topic_score_gemma":0.1079233,"domain_scores_codex":[0.9995161,0.0001394472,0.0001207991,0.00007230425,0.00008416816,0.00006722289],"domain_scores_gemma":[0.9979382,0.0003412612,0.00102309,0.00005015708,0.0003675488,0.0002796983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007276506,0.00002017393,0.9875497,0.0001261335,0.00001197188,0.001794158,0.004342934,0.00001914127,0.000444707,0.000129984,0.0006348827,0.004853531],"study_design_scores_gemma":[0.000001903874,0.00003690551,0.9905482,0.00008723966,0.000003808833,0.00187807,0.006190515,0.00001079941,0.00002616883,0.00002711982,0.001184127,0.000005125491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945248,0.001964532,0.00002967807,0.0004243813,0.00001073108,0.00001071016,0.0004706726,0.000002504122,0.002562066],"genre_scores_gemma":[0.9968222,0.001829005,0.00005936094,0.0001904459,0.000009053946,0.00001830184,0.0002267719,0.000001922726,0.0008429187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.059686,"threshold_uncertainty_score":0.1186772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08092666539874421,"score_gpt":0.3434541379341772,"score_spread":0.262527472535433,"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."}}