{"id":"W4407157102","doi":"10.1080/09687599.2025.2458016","title":"Moving forward: a call for Critical ADHD Studies","year":2025,"lang":"en","type":"article","venue":"Disability & Society","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004389689,0.0001593915,0.0004229178,0.00001026177,0.0002149782,0.00002117893,0.00007096698,0.000126843,0.00005460575],"category_scores_gemma":[0.003876689,0.0001420605,0.0006675919,0.0001873344,0.0005897865,0.000113443,0.00009827665,0.0002132157,0.00001169993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003171606,"about_ca_system_score_gemma":0.0001018653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003081999,"about_ca_topic_score_gemma":0.00002521558,"domain_scores_codex":[0.9987295,0.00004125032,0.0002969493,0.0004197273,0.0002007792,0.0003118494],"domain_scores_gemma":[0.9979147,0.0012606,0.00002931831,0.000397842,0.0003209687,0.00007660659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005654793,0.006313042,0.7526087,0.01133548,0.002757909,0.0000040576,0.02063172,0.0000327298,0.00446582,0.01636806,0.1608385,0.02407851],"study_design_scores_gemma":[0.0119574,0.000779915,0.3896944,0.001138716,0.003684967,0.00002405867,0.465789,0.01339286,0.0009609567,0.03846162,0.07271741,0.00139871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521849,0.001152368,0.01099194,0.0335546,0.0003164517,0.0008952562,0.00003774043,0.0001598778,0.0007068426],"genre_scores_gemma":[0.9914507,0.00004203037,0.004844757,0.002087147,0.0001190762,0.0002226352,0.00001899504,0.00001598847,0.001198639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451573,"threshold_uncertainty_score":0.5793058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07099707281948012,"score_gpt":0.4314905420227274,"score_spread":0.3604934692032472,"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."}}