{"id":"W1734836448","doi":"10.1111/j.1749-6632.2001.tb05790.x","title":"Improving Attention and Managing Attentional Problems","year":2001,"lang":"en","type":"article","venue":"Annals of the New York Academy of Sciences","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Psychosocial; Variety (cybernetics); Rehabilitation; Process (computing); Cognitive psychology; Psychotherapist; Neuroscience; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008588249,0.0002960471,0.0002520783,0.0009913113,0.0006658536,0.0007244407,0.0005487124,0.0008560152,0.002874218],"category_scores_gemma":[0.00341331,0.00007054617,0.0003056134,0.0004367512,0.0005743697,0.0009326235,0.001048073,0.00117993,0.0003812772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005731275,"about_ca_system_score_gemma":0.001209906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002687996,"about_ca_topic_score_gemma":0.005254458,"domain_scores_codex":[0.9994093,0.0002246326,0.00004802347,0.00005530168,0.0001533892,0.0001094365],"domain_scores_gemma":[0.9995191,0.0001833382,0.000076382,0.00002497685,0.0000659306,0.000130294],"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":[0.00009214937,0.001239163,0.006259211,0.001052627,0.0000484874,0.000423005,0.001118143,0.0002020382,0.002019953,0.002106734,0.01385159,0.9715871],"study_design_scores_gemma":[0.001002396,0.007371596,0.4561552,0.006746074,0.0008884299,0.02000999,0.00976123,0.002635876,0.0125996,0.03407396,0.4486066,0.0001490613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6079985,0.1905125,0.01589512,0.05822514,0.002260873,0.0006287672,0.0001623365,0.0006878328,0.123629],"genre_scores_gemma":[0.7873824,0.1451202,0.03737438,0.009629818,0.002514219,0.0005562068,0.0002190878,0.00006766493,0.01713597],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002874218,"threshold_uncertainty_score":0.009615242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124367208845967,"score_gpt":0.3630827603659858,"score_spread":0.2387155515200188,"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."}}