{"id":"W4327899793","doi":"10.1002/acr.25115","title":"Evaluation of Measurement Properties and Differential Item Functioning in the English and French Versions of the University of California, Los Angeles, Loneliness Scale‐6: A Scleroderma <scp>Patient‐Centered</scp> Intervention Network (<scp>SPIN</scp>) Study","year":2023,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Lady Davis Institute for Medical Research; Canadian Institutes of Health Research; Scleroderma Atlantic; Scleroderma Association of British Columbia; Scleroderma Victoria; Scleroderma Society of Ontario; Jewish General Hospital; Arthritis Society; Fondation de l'Hôpital général juif; McGill University","keywords":"Differential item functioning; Loneliness; Convergent validity; Clinical psychology; Confirmatory factor analysis; Psychology; Measurement invariance; Psychometrics; Item response theory; Medicine; Gerontology; Structural equation modeling; Statistics; Psychiatry; Internal consistency; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01958888,0.0006160285,0.000485529,0.001394726,0.0006228271,0.001060457,0.0005315049,0.0004449969,0.001093628],"category_scores_gemma":[0.03522488,0.0002467986,0.001368675,0.001356765,0.0007272315,0.0009094402,0.001211801,0.0004485314,0.0001840274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945807,"about_ca_system_score_gemma":0.0007554038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00645795,"about_ca_topic_score_gemma":0.01065689,"domain_scores_codex":[0.9893773,0.00737454,0.000972027,0.000590233,0.001351781,0.0003341818],"domain_scores_gemma":[0.9819323,0.01050532,0.003392027,0.001055558,0.002662207,0.0004526694],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003541121,0.0001364592,0.976289,0.00008738619,0.0004325483,0.00005780388,0.003163847,0.0004389763,0.0003138428,0.0002016221,0.000480824,0.01804363],"study_design_scores_gemma":[0.00005713923,0.0005629002,0.9944715,0.000050276,0.0001042031,0.0001407635,0.001604621,0.001670743,0.0002618824,0.0001531901,0.0008986618,0.00002416985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969567,0.0001842642,0.001218346,0.00008569242,0.00002024996,0.0001330864,0.0004856529,0.00001134006,0.0009046389],"genre_scores_gemma":[0.9970312,0.00008136025,0.001558821,0.00004387742,0.00001398951,0.0003321387,0.0007351302,0.000007339558,0.0001961084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9804111,"threshold_uncertainty_score":0.1035972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223508495637145,"score_gpt":0.2904181398062724,"score_spread":0.168067290242558,"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."}}