{"id":"W1976718630","doi":"10.1016/j.sleep.2014.11.016","title":"Validating the cross-cultural factor structure and invariance property of the Insomnia Severity Index: evidence based on ordinal EFA and CFA","year":2015,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Chengchi University","keywords":"Measurement invariance; Confirmatory factor analysis; Exploratory factor analysis; Construct validity; Statistics; Structural equation modeling; Psychology; Factor analysis; Sample (material); Index (typography); Mathematics; Econometrics; Psychometrics; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08596525,0.001867538,0.001801628,0.002378388,0.002560508,0.003325596,0.001410856,0.001071054,0.002116745],"category_scores_gemma":[0.1620285,0.0009479794,0.005234403,0.003112275,0.003675336,0.00280482,0.003244716,0.002439948,0.0004393221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429051,"about_ca_system_score_gemma":0.003069643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005569455,"about_ca_topic_score_gemma":0.008128718,"domain_scores_codex":[0.9412115,0.04179267,0.004785528,0.003968139,0.007390098,0.0008520231],"domain_scores_gemma":[0.8196952,0.1303774,0.007852341,0.02129711,0.01945175,0.001326144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002567937,0.001721432,0.8260843,0.000845606,0.009212708,0.0001757796,0.01058727,0.008683475,0.004455722,0.01635997,0.002244501,0.1170614],"study_design_scores_gemma":[0.001339196,0.006322851,0.8771096,0.001158026,0.004108172,0.0004513158,0.01170499,0.04922835,0.004720932,0.03280585,0.01053926,0.0005113942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.908091,0.0008501936,0.08227123,0.0003509155,0.000434674,0.001107938,0.0005185678,0.0001035717,0.006272005],"genre_scores_gemma":[0.9536714,0.0003013946,0.0427695,0.0001566332,0.00006058215,0.001400854,0.001111069,0.00007640284,0.0004521858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08596525,"threshold_uncertainty_score":0.4546331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764861765065364,"score_gpt":0.340097862613199,"score_spread":0.2824492449625454,"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."}}