{"id":"W4247952813","doi":"10.4018/978-1-4666-9452-1.ch006","title":"Living with ADHD","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in early childhood and K-12 education","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Conceptualization; Psychology; Attention deficit hyperactivity disorder; Attention deficit; Cognitive psychology; Developmental psychology; Clinical psychology; Computer science; Artificial intelligence","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":[0.00008838069,0.0002475212,0.0003411623,0.0002133677,0.00004420556,0.00002689079,0.00005204455,0.0001669004,0.0001275434],"category_scores_gemma":[0.00005873813,0.0002171535,0.00004025074,0.00004365051,0.00007542214,0.0004578419,0.00002786479,0.0004195645,0.0000386846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007841671,"about_ca_system_score_gemma":0.0005197353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540697,"about_ca_topic_score_gemma":0.00005440343,"domain_scores_codex":[0.9989052,0.00001311132,0.0002169093,0.0003837201,0.0003229372,0.0001580667],"domain_scores_gemma":[0.9992469,0.00005858276,0.0001783157,0.0002664741,0.0001332211,0.0001164898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001641807,0.002148754,0.09274482,0.0006247229,0.000255131,0.00002634573,0.02313667,0.00004182037,0.00003123676,0.03986984,0.001374827,0.8395817],"study_design_scores_gemma":[0.002581538,0.001526692,0.4698807,0.009238439,0.0005731703,0.0005320935,0.009740666,0.000008279048,0.000002945381,0.02191248,0.4825635,0.001439499],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1225719,0.03660763,0.00007870073,0.0006275335,0.0005991514,0.0008384897,0.000009013647,0.00008007862,0.8385875],"genre_scores_gemma":[0.7977575,0.003049065,0.0009039463,0.0002297171,0.0006408163,0.00003619604,0.00007056693,0.00008269649,0.1972295],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8381422,"threshold_uncertainty_score":0.8855262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063349214328562,"score_gpt":0.2997090380792615,"score_spread":0.2790755459359759,"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."}}