{"id":"W3161290071","doi":"10.3389/fpsyg.2021.676398","title":"Are the PHQ-9 and GAD-7 Suitable for Use in India? A Psychometric Analysis","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Diabetes Management and Education","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Faculty of Medicine and Health, University of Sydney; National Health and Medical Research Council; Universiteit Antwerpen; Medical Research Council; Department of Health and Aged Care, Australian Government","keywords":"Confirmatory factor analysis; Measurement invariance; Psychology; Generalized anxiety disorder; Clinical psychology; Anxiety; Population; Generalized anxiety; Structural equation modeling; Psychiatry; Medicine; Statistics; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.000383587,0.00008465836,0.0003004715,0.001166117,0.000028139,0.000027371,0.00007471009,0.00009266791,0.0000414493],"category_scores_gemma":[0.0002983693,0.00007018576,0.00006435896,0.003093673,0.00005040094,0.00007579807,0.00001947164,0.0001413696,0.000002741098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003698496,"about_ca_system_score_gemma":0.00001479683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009431157,"about_ca_topic_score_gemma":0.00004403235,"domain_scores_codex":[0.9990999,0.00006542552,0.0001949896,0.0003165704,0.00006399703,0.000259188],"domain_scores_gemma":[0.9994241,0.00008464246,0.00008377983,0.0003253586,0.00004106399,0.0000410651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006674411,0.000189749,0.8917385,0.00002477891,0.0001983963,0.000006322229,0.0001579705,0.000001676525,0.000006010366,0.00002594107,0.08414736,0.02343659],"study_design_scores_gemma":[0.001209106,0.00004107567,0.9676929,0.00001549735,0.0002485542,0.000001777272,0.001235355,0.0002965756,0.000005753726,0.001049352,0.02813576,0.00006828817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825785,0.003420878,0.00636433,0.003275919,0.001599959,0.0004341908,0.000006355312,0.00001299638,0.002306829],"genre_scores_gemma":[0.9793528,0.0006616605,0.01231266,0.005007261,0.0001107452,0.0001566399,0.00008406284,0.00001678297,0.002297333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07595444,"threshold_uncertainty_score":0.2862093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03532319607805109,"score_gpt":0.3328135386541201,"score_spread":0.297490342576069,"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."}}