{"id":"W1577169562","doi":"10.1186/1471-2288-10-68","title":"A life-course and time perspective on the construct validity of psychological distress in women and men. Measurement invariance of the K6 across gender","year":2010,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Université du Québec à Montréal; Concordia University; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Measurement invariance; Distress; Construct validity; Psychology; Population; Mental health; Clinical psychology; Confirmatory factor analysis; Psychological distress; Construct (python library); Psychiatric epidemiology; Structural equation modeling; Medicine; Psychometrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008986202,0.0003189736,0.0003421013,0.001451777,0.0008767244,0.001197155,0.0006291599,0.000434947,0.001957395],"category_scores_gemma":[0.01974096,0.0002247461,0.001278306,0.001409085,0.002997231,0.001862265,0.001669369,0.001001368,0.0001082259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001957393,"about_ca_system_score_gemma":0.001602988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03817597,"about_ca_topic_score_gemma":0.04183434,"domain_scores_codex":[0.9975921,0.001229686,0.0001621947,0.0002819888,0.0004840641,0.0002500351],"domain_scores_gemma":[0.9896191,0.006386198,0.001619958,0.0008827365,0.00101542,0.0004765752],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002859143,0.00004837754,0.9298882,0.00009541929,0.0001165788,0.0001712528,0.0164992,0.0005119831,0.0007932025,0.003915949,0.000402483,0.04727145],"study_design_scores_gemma":[0.000003355166,0.0001022685,0.9936241,0.00005785579,0.000023257,0.000117804,0.003256765,0.0004534737,0.0001428995,0.001421432,0.0007843783,0.00001247648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986484,0.002267366,0.003840374,0.001606984,0.00007370785,0.00005673285,0.000442284,0.000009389832,0.005219109],"genre_scores_gemma":[0.9982231,0.0002810141,0.001013695,0.00007414103,0.00002180888,0.00002677273,0.0001607266,0.000003688147,0.0001950186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910138,"threshold_uncertainty_score":0.07590753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6103650174567217,"score_gpt":0.6039843144804005,"score_spread":0.006380702976321206,"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."}}