{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00211585,0.0004048084,0.0005007744,0.001460659,0.006484189,0.002135988,0.002135058,0.0007403021,0.004093367],"category_scores_gemma":[0.01133551,0.000338142,0.001069638,0.004015363,0.001378014,0.0009902701,0.003031774,0.001929564,0.0002065991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0993569,"about_ca_system_score_gemma":0.113337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966338,"about_ca_topic_score_gemma":0.9984073,"domain_scores_codex":[0.9946855,0.0004844285,0.0002486107,0.0002497617,0.00205497,0.002276649],"domain_scores_gemma":[0.9885805,0.0007640905,0.002255372,0.000138705,0.003481966,0.004779339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068738,0.0002278358,0.9125963,0.0004412046,0.0001232687,0.0006806986,0.006895447,0.0003371387,0.0001849071,0.0009030986,0.02244201,0.05496123],"study_design_scores_gemma":[0.00001336627,0.00005149303,0.9825984,0.0003708297,0.00004916537,0.0001296063,0.01033086,0.000252102,0.00005774822,0.00006966369,0.006044662,0.00003209192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508485,0.005682189,0.000109305,0.01618924,0.000230731,0.0001968603,0.006748047,0.00004917647,0.01994592],"genre_scores_gemma":[0.9911739,0.003187136,0.0004544778,0.001992247,0.00004620014,0.00008778725,0.001694246,0.00001317326,0.001350941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0993569,"threshold_uncertainty_score":0.7208881,"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."}}