{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004542408,0.0001557603,0.0003316986,0.0005427938,0.0003287961,0.000412755,0.0001845219,0.000325987,0.0008948675],"category_scores_gemma":[0.002296553,0.0001342865,0.0002871669,0.0007346586,0.0001872708,0.0002487579,0.0002427595,0.0005791442,0.0001096232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317987,"about_ca_system_score_gemma":0.0002697421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0038984,"about_ca_topic_score_gemma":0.005591757,"domain_scores_codex":[0.9997502,0.00006709297,0.00003929887,0.00003578913,0.00006369833,0.0000439907],"domain_scores_gemma":[0.9991112,0.0001796002,0.0004318088,0.00002461162,0.00009902247,0.0001538386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006154589,0.00003145076,0.9990096,0.000009130574,0.00001919457,0.00005552122,0.0000286129,0.00001125755,0.00002578249,0.000004259118,0.00004555354,0.0006981187],"study_design_scores_gemma":[0.000003821684,0.00007648078,0.9994936,0.00000585081,0.00001312121,0.0002165791,0.00006746696,0.00005787184,0.000007103442,0.00001004366,0.00004697003,0.00000110048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987582,0.0007073355,0.00001989368,0.00008876024,0.000007038082,0.000006638923,0.0001172338,0.000001671318,0.0002932969],"genre_scores_gemma":[0.9996667,0.0001476072,0.00002176843,0.00002295331,0.00001022122,0.000003038907,0.00008964747,2.595486e-7,0.00003782138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0038984,"threshold_uncertainty_score":0.007751465,"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."}}