{"id":"W4223997169","doi":"10.1177/17446295211062381","title":"Stress Levels and Coping Strategies of Families of Adults With Intellectual Disability and Challenging Behaviours During the COVID-19 Pandemic in Qatar","year":2022,"lang":"en","type":"article","venue":"Journal of Intellectual Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Coping (psychology); Psychology; Pandemic; Coronavirus disease 2019 (COVID-19); Perceived Stress Scale; Clinical psychology; Intellectual disability; Blame; Social support; Cross-sectional study; Psychiatry; Medicine; Stress (linguistics); Disease; Social psychology; Infectious disease (medical specialty)","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":[0.0004562007,0.0002139065,0.0001966574,0.0003448272,0.000727122,0.0004047802,0.0001285883,0.0002631799,0.001122483],"category_scores_gemma":[0.001508305,0.0001338595,0.0002516967,0.000212058,0.0002403477,0.0002997932,0.0004539081,0.0003255749,0.0001041212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004435293,"about_ca_system_score_gemma":0.0004926207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008358735,"about_ca_topic_score_gemma":0.01513531,"domain_scores_codex":[0.9997931,0.00006136948,0.00001950443,0.00001911608,0.00003052292,0.00007639245],"domain_scores_gemma":[0.9994487,0.0000621319,0.0002693549,0.00001213542,0.0000789269,0.0001287356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006941726,0.0001229402,0.980759,0.00004652585,0.00002915504,0.0002706139,0.01111474,0.00003297831,0.0004088573,0.0000228846,0.0002220865,0.00690078],"study_design_scores_gemma":[0.000004988649,0.0003165344,0.9765212,0.00004789667,0.00001097917,0.000332112,0.02214531,0.00007656969,0.00006172335,0.00002740556,0.0004477105,0.000007548714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996212,0.0001273369,0.00001117277,0.00006837462,0.000002703773,0.000004490851,0.00003522707,3.369394e-7,0.0001291627],"genre_scores_gemma":[0.9996585,0.0001216885,0.00003022998,0.00004828816,0.000003368474,0.00000670903,0.00003380041,1.420346e-7,0.00009731655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008358735,"threshold_uncertainty_score":0.01662016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07524375111882546,"score_gpt":0.3501683684620032,"score_spread":0.2749246173431777,"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."}}