{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007256879,0.000429316,0.001723782,0.001217724,0.0002610895,0.0001016293,0.0007400085,0.0003016244,0.00982481],"category_scores_gemma":[0.03602087,0.0003627777,0.000468289,0.003512914,0.00350192,0.0003084404,0.0006918662,0.002900011,0.0001097483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481765,"about_ca_system_score_gemma":0.003359196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004479885,"about_ca_topic_score_gemma":0.0008528568,"domain_scores_codex":[0.9910707,0.001371118,0.002813903,0.0008034566,0.002484993,0.001455777],"domain_scores_gemma":[0.9808324,0.01569467,0.000268233,0.0009957727,0.0009708787,0.001238053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.038642,0.01691861,0.2062761,0.01428757,0.0009315914,0.0001141308,0.6686652,0.0006326241,0.01569712,0.001020577,0.02843891,0.008375511],"study_design_scores_gemma":[0.008222139,0.005287971,0.02714969,0.003095838,0.00003854663,0.001067023,0.9051628,0.0004064319,0.02564928,0.009320315,0.01389906,0.0007009039],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804023,0.001464777,0.000016674,0.005877975,0.0002211773,0.001198589,0.00005789114,0.00002402995,0.0107366],"genre_scores_gemma":[0.9961058,0.002250198,0.0001811358,0.0001823935,0.0002058813,0.00005917203,0.00004195286,0.00005806598,0.0009153974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364976,"threshold_uncertainty_score":0.9998824,"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."}}