{"id":"W2341196458","doi":"10.1080/00380237.2016.1107713","title":"ADHD, Socioeconomic Status, Medication Use, and Academic Ethic","year":2016,"lang":"en","type":"article","venue":"Sociological Focus","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre for Addiction and Mental Health","keywords":"Socioeconomic status; Odds; Odds ratio; Ideal (ethics); Psychology; Attention deficit hyperactivity disorder; Social class; Inequality; Class (philosophy); Psychiatry; Demography; Developmental psychology; Medicine; Logistic regression; Sociology; Political science; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003508317,0.000132024,0.0002690027,0.00004220094,0.00009061246,0.00000926887,0.00005575946,0.0005391656,0.001037684],"category_scores_gemma":[0.001131959,0.00007791282,0.00008068809,0.00003083779,0.0005106287,0.000194168,0.00006052871,0.0005295294,0.0005988128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186901,"about_ca_system_score_gemma":0.00007731761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002265395,"about_ca_topic_score_gemma":0.000002396652,"domain_scores_codex":[0.9988292,0.0001444917,0.0002409152,0.0003391934,0.0001386608,0.0003075401],"domain_scores_gemma":[0.9987031,0.0007840638,0.0001013005,0.0001691841,0.00005599421,0.0001863901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148221,0.0001080104,0.8918054,0.00002648044,0.0001073949,0.000009931142,0.0006625893,2.512481e-7,0.03777299,0.008278052,0.003620217,0.05746044],"study_design_scores_gemma":[0.002251833,0.0002429022,0.9645731,0.0000538075,0.0000825033,0.00003928126,0.0009703991,0.00001577289,0.0001864462,0.01941914,0.0119413,0.0002235497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960934,0.0008894191,0.0009453791,0.0364452,0.00008972197,0.000227413,0.00001470428,0.000119773,0.0003343262],"genre_scores_gemma":[0.9956772,0.001855509,0.0002611425,0.00114475,0.0001863317,0.0000301646,0.00001139903,0.00001477435,0.0008187572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07276764,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198197303830554,"score_gpt":0.3764423811047541,"score_spread":0.2566226507216987,"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."}}