{"id":"W4226293740","doi":"10.12688/hrbopenres.13497.1","title":"COVID-19 IDD: Findings from a global survey exploring family members’ and paid staff’s perceptions of the impact of COVID-19 on individuals with intellectual and developmental disabilities (IDD) and their caregivers.","year":2022,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"Family and Disability Support Research","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"Health Research Board","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Perception; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Virology; Outbreak","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":[0.003520383,0.0002170687,0.0003081656,0.0009004741,0.001244694,0.0009519287,0.0005473256,0.0004840548,0.001584898],"category_scores_gemma":[0.009844756,0.0003129638,0.0005028477,0.001114135,0.000724871,0.00142994,0.003224055,0.001173732,0.0002506605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504653,"about_ca_system_score_gemma":0.002270958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03241329,"about_ca_topic_score_gemma":0.0460568,"domain_scores_codex":[0.9984603,0.0005601799,0.0002453874,0.0001016343,0.000276058,0.0003564629],"domain_scores_gemma":[0.9941306,0.001139163,0.002430851,0.0001912049,0.000830393,0.001277798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006588701,0.00007963097,0.9472461,0.0003047076,0.00005394764,0.0002993408,0.03572058,0.00003348983,0.000156253,0.00009835109,0.003473007,0.01246868],"study_design_scores_gemma":[0.000005748742,0.0001313611,0.8834053,0.0003625799,0.00001939618,0.000340941,0.1122771,0.00003718151,0.00005519421,0.00004384138,0.003303251,0.00001808155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959687,0.0005371267,0.00005123532,0.00094635,0.00001921702,0.00005534626,0.001186696,0.000002960541,0.001232227],"genre_scores_gemma":[0.9969716,0.0009442305,0.0001785326,0.0005569375,0.00001436158,0.0001429,0.0008566637,0.000003636438,0.0003310967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03241329,"threshold_uncertainty_score":0.06444919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3889510874989329,"score_gpt":0.4758967472189345,"score_spread":0.08694565972000168,"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."}}