{"id":"W4361005774","doi":"10.3390/healthcare11070950","title":"Cognitive Decline and Its Associated Factors in Patients with Major Depressive Disorder","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Treatment of Major Depression","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Cognitive decline; Depression (economics); Logistic regression; Montreal Cognitive Assessment; Cognition; Comorbidity; Medicine; Psychiatry; Univariate analysis; Internal medicine; Clinical psychology; Cognitive impairment; Multivariate analysis; Disease; Dementia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006072743,0.0001560726,0.0002726005,0.0001610265,0.00008447887,0.000007658053,0.00002961556,0.0001191933,0.0000237318],"category_scores_gemma":[0.0003124925,0.0001095841,0.00002155258,0.0003660101,0.00002174945,0.00007237378,0.0000625137,0.0001897035,0.0000224588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000813576,"about_ca_system_score_gemma":0.00006238315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003436328,"about_ca_topic_score_gemma":0.001125325,"domain_scores_codex":[0.9988223,0.00007695424,0.0001779566,0.0002983474,0.0003229274,0.0003015458],"domain_scores_gemma":[0.9992927,0.0001656844,0.00008639879,0.0001003981,0.0001803676,0.0001744467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004037308,0.0002162351,0.9962187,0.0001014911,0.00003927944,0.00005098031,0.0004888327,5.76717e-7,0.000005050819,0.000003930158,0.00004242375,0.002428756],"study_design_scores_gemma":[0.009230167,0.0006136001,0.9888179,0.0006336511,0.00004884154,8.642767e-7,0.0003416868,0.00003583982,0.0001271416,0.00002230898,0.00002481623,0.0001031495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965947,0.0004763634,7.897081e-7,0.001624429,0.00004879884,0.0009277351,0.0001454811,0.0001262807,0.00005537289],"genre_scores_gemma":[0.9984633,0.00006829508,0.000008940001,0.0002433659,0.00001349297,0.00004975451,0.0009018446,0.00003283349,0.0002181634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008826436,"threshold_uncertainty_score":0.4468709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603380106218851,"score_gpt":0.3212011735519211,"score_spread":0.2951673724897326,"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."}}