{"id":"W2767589479","doi":"10.1016/j.psychres.2017.11.022","title":"Usefulness of the Montreal Cognitive Assessment (MoCA) to monitor cognitive impairments in depressed patients receiving electroconvulsive therapy","year":2017,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Electroconvulsive therapy; Cognition; Depression (economics); Psychology; Executive functions; Effects of sleep deprivation on cognitive performance; Cognitive impairment; Psychiatry; Audiology; Clinical psychology; Medicine","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":[0.001496437,0.0004658317,0.0005635606,0.001130713,0.0003755485,0.0008431366,0.0003955665,0.0005745016,0.0004001262],"category_scores_gemma":[0.007158693,0.0001745483,0.0005893874,0.0007422938,0.0002536729,0.0006976663,0.0003057267,0.0006084168,0.0001072452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006067806,"about_ca_system_score_gemma":0.0006549091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542095,"about_ca_topic_score_gemma":0.02361418,"domain_scores_codex":[0.9993194,0.0002784044,0.0001089832,0.00005114343,0.0001894614,0.00005266283],"domain_scores_gemma":[0.9977688,0.0006802351,0.0006227372,0.00009148481,0.0006497073,0.000187092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001747861,0.0003589349,0.9807689,0.00005610326,0.0003712329,0.00008044366,0.0001297156,0.0001693983,0.0004003237,0.00003309048,0.0002039864,0.01568008],"study_design_scores_gemma":[0.0001152465,0.001336614,0.9968061,0.00002749786,0.0002383333,0.0001472029,0.0001445524,0.0006742838,0.0002312653,0.00003919469,0.0002271448,0.00001248605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943957,0.002427466,0.0001212552,0.0001243155,0.00003100801,0.00005982477,0.0001707592,0.000006246834,0.002663347],"genre_scores_gemma":[0.9988472,0.0004872753,0.0002382281,0.00007189336,0.000023203,0.00002482375,0.0001358244,0.000001079668,0.0001704133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542095,"threshold_uncertainty_score":0.03066236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05417752956720968,"score_gpt":0.4165250614976245,"score_spread":0.3623475319304149,"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."}}