{"id":"W3162281365","doi":"10.1111/jar.12892","title":"Predictors of worker mental health in intellectual disability services during COVID‐19","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Research in Intellectual Disabilities","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Queen's University; University of Toronto; Centre for Addiction and Mental Health","funders":"Azrieli Foundation","keywords":"Mental health; Receipt; Distress; Psychology; Coronavirus disease 2019 (COVID-19); Intellectual disability; Stigma (botany); Psychiatry; Mental distress; Clinical psychology; Pandemic; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005452489,0.0001679606,0.0001146696,0.0004991436,0.001024933,0.0007440498,0.0004320224,0.0003938678,0.002886191],"category_scores_gemma":[0.003845557,0.0001419979,0.0002598654,0.0004407636,0.0004812851,0.0003411069,0.001665064,0.0009378733,0.0002006679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007479945,"about_ca_system_score_gemma":0.0008976207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02792539,"about_ca_topic_score_gemma":0.03464811,"domain_scores_codex":[0.9994504,0.00009745807,0.00005848931,0.00004033564,0.0001088948,0.0002444524],"domain_scores_gemma":[0.9971342,0.0003403472,0.001461697,0.00006044302,0.0002863161,0.0007169375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002539305,0.00004390124,0.9953594,0.00002458727,0.000008642055,0.0001133819,0.001395028,0.00002770658,0.00008201832,0.00001596174,0.0003167682,0.002587196],"study_design_scores_gemma":[0.00000145914,0.00004525032,0.9923229,0.00005624237,0.00000317949,0.0001229317,0.007038716,0.00004508749,0.00002715225,0.00001226393,0.0003210049,0.000003704891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984909,0.0001611486,0.00002080608,0.0002794566,0.0000119764,0.0000162211,0.0001685865,0.000002052452,0.0008488523],"genre_scores_gemma":[0.9995566,0.0001082448,0.00002669792,0.0000408233,0.000007437894,0.000009726688,0.0001099891,6.892714e-7,0.000139927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02792539,"threshold_uncertainty_score":0.05552572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08809542215884354,"score_gpt":0.4017804348558059,"score_spread":0.3136850126969624,"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."}}