{"id":"W4211114306","doi":"10.1111/jppi.12411","title":"Supporting the needs of people with intellectual and developmental disabilities 1 year into the <scp>COVID</scp>‐19 pandemic: An international, mixed methods study of nurses' perspectives","year":2022,"lang":"en","type":"article","venue":"Journal of Policy and Practice in Intellectual Disabilities","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Staffing; Psychology; Socialization; Nursing; Descriptive statistics; Pandemic; Competence (human resources); Globe; Isolation (microbiology); Medical education; Medicine; Coronavirus disease 2019 (COVID-19); Social psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005553415,0.0002318902,0.0005140171,0.0004549008,0.0007783476,0.00003708572,0.0005047953,0.00008062558,0.0003617063],"category_scores_gemma":[0.5728111,0.0001403997,0.0000807247,0.0007514404,0.001149266,0.0005824866,0.0004802386,0.001392218,0.000001165002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746011,"about_ca_system_score_gemma":0.0009604698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003928604,"about_ca_topic_score_gemma":0.001190447,"domain_scores_codex":[0.9912093,0.006429711,0.001257745,0.000205319,0.0005725576,0.0003253297],"domain_scores_gemma":[0.4901607,0.5061423,0.001317624,0.0003517348,0.001861912,0.0001658259],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008897075,0.0004259221,0.09720267,0.00009055515,0.0002226023,9.481093e-7,0.8960344,0.00008374555,0.00007856042,0.001689521,0.002131218,0.001150158],"study_design_scores_gemma":[0.0007595663,0.003067357,0.002528893,0.0001053221,0.00009662544,0.0002264042,0.9789237,0.00004231442,0.00002337042,0.001053184,0.01309441,0.00007886478],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937983,0.0005168468,0.0001179468,0.0007463309,0.0007132704,0.0006673926,0.00003548446,0.00001050072,0.003394],"genre_scores_gemma":[0.9976172,0.0004238213,0.0005087735,0.000630973,0.0001817693,0.00008122344,0.000004335876,0.00002408946,0.0005278463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5672577,"threshold_uncertainty_score":0.6048573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192599097440753,"score_gpt":0.4836668695834777,"score_spread":0.3644069598394024,"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."}}