{"id":"W4411985676","doi":"10.15353/cjds.v12i3.1032","title":"ADHD in higher education and academia","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121833,0.00006879907,0.0002400358,0.0001597781,0.00005221428,0.000008470231,0.00003550523,0.00007371679,0.0001041127],"category_scores_gemma":[0.0007279163,0.000058839,0.00004569866,0.0003157397,0.000247566,0.0001182424,0.00001096846,0.0003325981,0.00001345761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374339,"about_ca_system_score_gemma":0.0004540019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007924996,"about_ca_topic_score_gemma":0.009094555,"domain_scores_codex":[0.9993606,0.00004049058,0.0002457349,0.00009623493,0.0001034727,0.0001535287],"domain_scores_gemma":[0.9993773,0.0001099765,0.0000664604,0.00008689515,0.0001377477,0.0002215923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001057853,0.00004013341,0.985332,0.00008287889,0.0000518251,0.00001508244,0.001688151,0.000005467677,0.00002782221,0.0001349655,0.006154717,0.006456424],"study_design_scores_gemma":[0.0003329401,0.00004801745,0.96722,0.0001173005,0.00003912963,0.00003786343,0.02197643,0.000002173267,0.000002528017,0.0009316999,0.009241798,0.00005013043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402081,0.00327733,1.383226e-7,0.05555949,0.0003707377,0.00009160228,0.000002792664,0.000005244841,0.0004845681],"genre_scores_gemma":[0.9980347,0.0001516507,0.00002561738,0.0003593576,0.0001659331,0.000004383087,0.00000139318,0.000006812414,0.001250154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0578266,"threshold_uncertainty_score":0.5074975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1885000081542543,"score_gpt":0.4155027952756189,"score_spread":0.2270027871213646,"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."}}