{"id":"W4391613622","doi":"10.1177/10870547231220905","title":"ADHD and Anxiety Symptoms: Does Construct or Assessment Type Matter More?","year":2024,"lang":"en","type":"article","venue":"Journal of Attention Disorders","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Anxiety; Clinical psychology; Rating scale; Test anxiety; Construct (python library); Developmental psychology; Psychiatry","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":[0.000285246,0.0001840911,0.0003452183,0.0002966867,0.00006787182,0.0001191795,0.00006699766,0.00009842528,0.002312365],"category_scores_gemma":[0.00005654707,0.0001137817,0.0002211207,0.0003117181,0.0001504359,0.000461588,0.00003752987,0.0004182205,0.00006378966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000795821,"about_ca_system_score_gemma":0.000204505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008815687,"about_ca_topic_score_gemma":0.000006361806,"domain_scores_codex":[0.9985721,0.00005903495,0.0004996845,0.0002274122,0.0004447738,0.0001970049],"domain_scores_gemma":[0.9992408,0.00007884044,0.0001991854,0.0001573005,0.0002089835,0.0001148731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005465517,0.0005456412,0.907863,0.0008762768,0.001244903,0.0001628002,0.0005839057,0.00003534739,0.007976041,0.0003223243,0.01328001,0.0665632],"study_design_scores_gemma":[0.004049783,0.0008802617,0.8970681,0.001209919,0.001227167,0.003855838,0.01389838,0.001714382,0.00003455139,0.0007268296,0.07487264,0.0004620915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980892,0.001281505,0.001473876,0.01382601,0.001125663,0.0002238541,0.000007096537,0.00004171514,0.001128293],"genre_scores_gemma":[0.9946945,0.001221483,0.0008147454,0.0004201317,0.0001407531,0.000003653676,0.000009049266,0.00003640115,0.002659244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0661011,"threshold_uncertainty_score":0.9985996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716066278519065,"score_gpt":0.3449623902848402,"score_spread":0.3278017274996495,"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."}}