{"id":"W4297458972","doi":"10.1007/s11695-022-06277-5","title":"The Factor Structure and Stability of the Beck Depression Inventory-II (BDI-II) in a Population Undergoing Bariatric Surgery","year":2022,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Fonds de Recherche du Québec - Santé; Université du Québec à Montréal","keywords":"Beck Depression Inventory; Medicine; Exploratory factor analysis; Depression (economics); Confirmatory factor analysis; Population; Surgery; Excess weight; Depressive symptoms; Psychiatry; Weight loss; Psychometrics; Obesity; Clinical psychology; Internal medicine; Structural equation modeling; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651847,0.0001799301,0.0005366524,0.0002141582,0.001105275,0.00001684248,0.0001134583,0.0001076036,0.0002299589],"category_scores_gemma":[0.001761573,0.0001137877,0.0002947132,0.0008422389,0.00007091527,0.0001278374,0.0004681505,0.0004487375,2.567552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021685,"about_ca_system_score_gemma":0.0003521831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007972884,"about_ca_topic_score_gemma":0.0005861031,"domain_scores_codex":[0.9975443,0.0006702796,0.0006119052,0.0003208674,0.0005410947,0.0003115366],"domain_scores_gemma":[0.9952118,0.003802831,0.0003383518,0.0005136537,0.00004774161,0.00008555311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001666206,0.0001220716,0.9963688,0.0001075848,0.00002736466,0.000005317125,0.0003484734,0.0000105487,0.0002706205,0.00003397651,0.0007198956,0.001818769],"study_design_scores_gemma":[0.0002127354,0.00001391779,0.9979036,0.00004432598,0.00004630757,0.00002045449,0.000161807,0.00007922713,0.0005769189,0.0003642398,0.0004579422,0.0001185242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996462,0.001100287,0.000001350936,0.0008854097,0.001135984,0.0003332594,0.00002835309,0.00002989388,0.00002345232],"genre_scores_gemma":[0.9995211,0.00009942368,0.000006386372,0.0001472594,0.00008786115,0.00001271797,0.00002789,0.00001697543,0.00008032611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003132551,"threshold_uncertainty_score":0.8500991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221088659672521,"score_gpt":0.2358879109043381,"score_spread":0.2136770243076129,"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."}}