{"id":"W4294169028","doi":"10.1007/s12207-022-09461-1","title":"Accommodation Decision-Making for Postsecondary Students with ADHD: Treating the Able as Disabled","year":2022,"lang":"en","type":"article","venue":"Psychological Injury and Law","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Accommodation; Psychology; Reasonable accommodation; Service provider; Anxiety; Learning disability; Medical education; Applied psychology; Clinical psychology; Service (business); Developmental psychology; Psychiatry; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003545755,0.0001093007,0.0001811773,0.00002746459,0.0006785266,0.00005950531,0.0001232482,0.00004241033,0.001498932],"category_scores_gemma":[0.0001001871,0.00006404769,0.00005496278,0.0001457996,0.00008926447,0.0001167891,0.000103775,0.0002654435,0.00001051925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002574016,"about_ca_system_score_gemma":0.000007993118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001024242,"about_ca_topic_score_gemma":0.000005965263,"domain_scores_codex":[0.9990112,0.00008327198,0.0001724582,0.0002947588,0.0002691215,0.000169234],"domain_scores_gemma":[0.9991246,0.0004893946,0.00008254886,0.0002208674,0.00003789933,0.00004465541],"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":[0.04564243,0.01185057,0.2317494,0.0001647102,0.0008596664,0.0001652166,0.004395342,0.0004274571,0.005809164,0.08062515,0.01157151,0.6067394],"study_design_scores_gemma":[0.02703183,0.03122458,0.6033213,0.0005761175,0.001263778,0.002559984,0.05452082,0.001930966,0.0001394634,0.09078238,0.1847866,0.001862217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872025,0.000072658,0.0006301655,0.00173156,0.00008774311,0.0006535788,0.00002454469,0.00004345211,0.009553818],"genre_scores_gemma":[0.9943664,0.000006610253,0.0007833738,0.004076414,0.00005354652,0.0002245858,0.00003071431,0.00001382533,0.0004444974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6048772,"threshold_uncertainty_score":0.9994138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504916299466952,"score_gpt":0.4250159400653637,"score_spread":0.3799667770706942,"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."}}