{"id":"W4388689338","doi":"10.1002/acr2.11624","title":"The Effects of Systemic Lupus–Related Cognitive Impairments on Activities of Daily Living and Life Role Participation: A Qualitative Framework Study","year":2023,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Institute for Work & Health; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Department of Medicine, University of Toronto; Canadian Institutes of Health Research; University of Toronto; Arthritis Society; Lupus Canada; Physicians' Services Incorporated Foundation; Lupus Research Alliance","keywords":"Psychosocial; Thematic analysis; Activities of daily living; Quality of life (healthcare); Cognition; Gerontology; Qualitative research; Coping (psychology); Medicine; Psychology; Clinical psychology; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01252471,0.0004711414,0.0004889048,0.001435668,0.005538665,0.0027293,0.001392077,0.0009470604,0.003148136],"category_scores_gemma":[0.01084772,0.000364168,0.0005097108,0.001531939,0.006388702,0.002259105,0.004484971,0.001285871,0.0002332597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005991974,"about_ca_system_score_gemma":0.006078251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015415,"about_ca_topic_score_gemma":0.01696976,"domain_scores_codex":[0.9922402,0.006189716,0.0001562281,0.0002639466,0.0004113333,0.0007385922],"domain_scores_gemma":[0.9854932,0.01179254,0.0007000776,0.0002920905,0.0008674233,0.000854607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003580648,0.00004685802,0.002367581,0.0002590767,0.000005982585,0.0008947293,0.9868552,0.00007641257,0.0006401135,0.002313067,0.0005001223,0.006005133],"study_design_scores_gemma":[0.00001011546,0.00005732889,0.002022638,0.000412968,0.000007421183,0.000358898,0.984529,0.0001418142,0.0003171355,0.0008604862,0.01126867,0.00001350729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737983,0.001506485,0.007326182,0.003554626,0.0001050818,0.0007767368,0.0005230565,0.00002735642,0.01238218],"genre_scores_gemma":[0.9914465,0.001086712,0.003159366,0.0005324395,0.00001803448,0.0007792627,0.0001108404,0.00001778812,0.002849048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252471,"threshold_uncertainty_score":0.06623781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067023800115087,"score_gpt":0.3956800576628377,"score_spread":0.3650098196616868,"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."}}