{"id":"W3135390016","doi":"10.3389/feduc.2021.614181","title":"Impact of COVID-19 on Educational Services in Canadian Children With Attention-Deficit/Hyperactivity Disorder","year":2021,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Cumming School of Medicine, University of Calgary; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Attention deficit hyperactivity disorder; Logistic regression; Curriculum; Coronavirus disease 2019 (COVID-19); Psychology; Confidence interval; Depression (economics); Pandemic; Attention deficit; Clinical psychology; Medicine; Psychiatry; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632151,0.0001788131,0.000312191,0.0007218311,0.00006778119,0.00002181312,0.0000819114,0.0001124018,0.0004649547],"category_scores_gemma":[0.0002390899,0.0001722947,0.00009264387,0.0008897967,0.00005244485,0.0002597398,0.00001147246,0.0002694904,0.0000152444],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571061,"about_ca_system_score_gemma":0.00916964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2348969,"about_ca_topic_score_gemma":0.227453,"domain_scores_codex":[0.9986542,0.0001180859,0.0002727635,0.0003857806,0.0002686814,0.0003004545],"domain_scores_gemma":[0.9989648,0.00005508944,0.0001405813,0.0003502868,0.0001862928,0.0003029469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001538,0.002208953,0.9930131,0.00007485219,0.00008272562,0.000002892561,0.0002750684,0.0009213341,0.00007796411,0.0001017594,0.0004762606,0.002664917],"study_design_scores_gemma":[0.00120117,0.00009451339,0.9940131,0.0001268079,0.00004263349,0.00005358969,0.003760103,0.0001730574,0.000002729548,0.0001201676,0.0002546634,0.0001574197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920096,0.0005783734,0.0001019179,0.005472343,0.0003888003,0.0004822693,0.00004167352,0.00001074418,0.0009143251],"genre_scores_gemma":[0.9969579,0.00007622605,0.001064894,0.0002888386,0.00006567875,0.0000735094,0.0009138669,0.00002667103,0.0005324175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007598579,"threshold_uncertainty_score":0.9964474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075691072905981,"score_gpt":0.319034426161748,"score_spread":0.3082775154326882,"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."}}