{"id":"W6884737268","doi":"10.1192/j.eurpsy.2023.782","title":"Pseudodementia or depression? An unresolved issue. Cognitive alterations in a population of geriatric patients","year":2023,"lang":"en","type":"article","venue":"PubMed Central","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geriatric Depression Scale; Beck Depression Inventory; Depression (economics); Mood; Montreal Cognitive Assessment; Cognition; Population; Dementia; Rating scale","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":[0.00136327,0.0002316601,0.0007551519,0.0006651201,0.000490707,0.0008460545,0.0006369262,0.001327231,0.002725666],"category_scores_gemma":[0.005499754,0.0001165412,0.0002313253,0.001053788,0.0006455376,0.001402374,0.0003709829,0.0007336211,0.0004583974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155976,"about_ca_system_score_gemma":0.000373261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151869,"about_ca_topic_score_gemma":0.001673627,"domain_scores_codex":[0.9995863,0.0001522438,0.00007120458,0.00006454034,0.00006981371,0.00005583275],"domain_scores_gemma":[0.9986144,0.0005757528,0.0003171233,0.00006542716,0.0002297592,0.0001974906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003814288,0.0001388467,0.9032499,0.0005519962,0.0001332919,0.006872102,0.0006524196,0.00005619284,0.0002538469,0.0007531845,0.006688859,0.080268],"study_design_scores_gemma":[0.00007743328,0.0005412191,0.9482432,0.0007275169,0.0001169353,0.03215821,0.004366458,0.0004764886,0.00005357292,0.002768697,0.010446,0.00002434932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7938482,0.1402799,0.00104699,0.05041625,0.002096372,0.0001197485,0.0006836636,0.00003473759,0.01147422],"genre_scores_gemma":[0.9762347,0.01569797,0.0003590073,0.004275186,0.002834947,0.00004045019,0.0001368875,0.000002085654,0.0004188408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002725666,"threshold_uncertainty_score":0.009118259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443585408721281,"score_gpt":0.3173030325018272,"score_spread":0.2928671784146144,"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."}}