{"id":"W2078814084","doi":"10.1097/01.pra.0000407968.57475.ab","title":"Major Depressive Disorder with Psychotic Features May Lead to Misdiagnosis of Dementia","year":2011,"lang":"en","type":"review","venue":"Journal of Psychiatric Practice","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health","keywords":"Dementia; Electroconvulsive therapy; Psychiatry; Major depressive disorder; Depression (economics); Mood; Psychology; Cognition; Rating scale; Clinical psychology; Cognitive impairment; Mood disorders; Medicine; Anxiety; Internal medicine; Disease; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001061,0.0003436171,0.0003580253,0.0006995338,0.0005844794,0.0005621187,0.000287574,0.0007796428,0.001113244],"category_scores_gemma":[0.007217379,0.0002313849,0.000179509,0.0003546562,0.0004600041,0.0004039455,0.0005005723,0.0006997252,0.0009093765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043443,"about_ca_system_score_gemma":0.0004100059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400787,"about_ca_topic_score_gemma":0.002956401,"domain_scores_codex":[0.9993667,0.0002766564,0.0001123487,0.00004571551,0.0001223858,0.00007622236],"domain_scores_gemma":[0.9980362,0.0007114873,0.0007125908,0.0001299662,0.0002722938,0.0001374297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006965098,0.0002685994,0.6572433,0.0006300224,0.00007808187,0.1685707,0.001987269,0.0001756554,0.008736774,0.001579486,0.01609851,0.143935],"study_design_scores_gemma":[0.00009043117,0.0006932637,0.426247,0.0008729828,0.0001372397,0.5423706,0.001792935,0.00132401,0.003325025,0.002538413,0.02055979,0.00004832097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9441128,0.01746671,0.003096568,0.006983476,0.0009052125,0.0001703066,0.0003720168,0.000175947,0.02671696],"genre_scores_gemma":[0.99352,0.002305536,0.001048042,0.00208311,0.0002585524,0.00001234618,0.00009962761,0.000004329722,0.0006684609],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001400787,"threshold_uncertainty_score":0.005294204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271543540497112,"score_gpt":0.3699549706564474,"score_spread":0.3428006166067362,"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."}}