{"id":"W4210988676","doi":"10.1111/bld.12458","title":"Staff mental health while providing care to people with intellectual disability during the COVID‐19 pandemic","year":2022,"lang":"en","type":"article","venue":"British Journal of Learning Disabilities","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Mental health; Intellectual disability; Thematic analysis; Health care; Pandemic; Psychology; Coping (psychology); Public health; Qualitative research; Nursing; Medicine; Psychiatry; Coronavirus disease 2019 (COVID-19); Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002193203,0.0002343415,0.0006896498,0.0001164629,0.002091975,0.0001996762,0.0004411342,0.00004301992,0.006801183],"category_scores_gemma":[0.007338821,0.0001918616,0.0002857385,0.0006750931,0.0007097832,0.0002190709,0.0004222559,0.001887188,0.00002103583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163327,"about_ca_system_score_gemma":0.001164664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110902,"about_ca_topic_score_gemma":0.00104956,"domain_scores_codex":[0.9954153,0.00123698,0.0008239142,0.0004326144,0.001418255,0.0006729745],"domain_scores_gemma":[0.9974908,0.001028363,0.0001964729,0.0003263957,0.0002813522,0.0006765933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002701534,0.0007510878,0.7935275,0.001041531,0.0001616656,0.00002151133,0.1809576,0.002116321,0.0001523986,0.0000122117,0.009688488,0.00886815],"study_design_scores_gemma":[0.002194246,0.01154656,0.03957703,0.0003287885,0.00004850831,0.02745031,0.8047276,0.00005725406,0.00003947039,0.00003340957,0.1136468,0.0003499855],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902524,0.001629912,0.00005410162,0.006083725,0.000130831,0.001080411,0.00007964981,0.00007269151,0.0006162422],"genre_scores_gemma":[0.9967414,0.0001677764,0.00008273015,0.0002928903,0.0001420593,0.0000965196,0.00003577275,0.00005087578,0.002389954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7539505,"threshold_uncertainty_score":0.9992071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04084494967215212,"score_gpt":0.3186149994672479,"score_spread":0.2777700497950957,"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."}}