{"id":"W2575793600","doi":"10.1177/1073191116687392","title":"Future Directions for Work on Refinement of ADHD Assessment in Young Adults","year":2017,"lang":"en","type":"letter","venue":"Assessment","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Attention deficit hyperactivity disorder; Space (punctuation); Developmental psychology; Cognitive psychology; Selection (genetic algorithm); Clinical psychology; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003986598,0.0004967762,0.001027478,0.0004415596,0.0001627364,0.00005345905,0.0002643955,0.0007074727,0.0003295845],"category_scores_gemma":[0.0000708248,0.0004536058,0.0004378609,0.0001964826,0.00006328911,0.00009929114,0.00008822688,0.002168164,0.00001666816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007906443,"about_ca_system_score_gemma":0.0005229994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002598226,"about_ca_topic_score_gemma":0.0001572768,"domain_scores_codex":[0.9969113,0.0001208754,0.0007275222,0.0007896934,0.0009462239,0.0005043205],"domain_scores_gemma":[0.9972981,0.0002279583,0.0007553925,0.00134245,0.0003015408,0.00007457257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003445274,0.002058316,0.04454428,0.001739668,0.0006866601,0.0002275804,0.0002764887,0.00001945662,0.00005790163,0.0001567791,0.9309766,0.0189117],"study_design_scores_gemma":[0.003510219,0.0007342044,0.2200782,0.001834186,0.0003439774,0.00001783611,0.0006986857,0.00005762672,0.000007998065,0.0000349573,0.7722872,0.0003948901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06441223,0.0003408618,0.0005845444,0.8951119,0.004597853,0.004849113,0.0003174932,0.0001181432,0.0296679],"genre_scores_gemma":[0.7514141,0.001332408,0.02399353,0.1402874,0.01973164,0.007465023,0.007974024,0.0006362913,0.0471656],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7548245,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05044331070307161,"score_gpt":0.3929639566123643,"score_spread":0.3425206459092927,"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."}}