{"id":"W2078135387","doi":"10.1097/yct.0b013e3181a8e2ac","title":"Impacts of Switching Antidepressants After Successful Electroconvulsive Therapy on the Maintenance of Clinical Remission in Patients With Treatment-Resistant Depression","year":2009,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Electroconvulsive therapy; Antidepressant; Depression (economics); Medicine; Treatment-resistant depression; Regimen; Psychiatry; Retrospective cohort study; Clinical trial; Internal medicine; Anxiety; Schizophrenia (object-oriented programming)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000636732,0.0002158328,0.0008977553,0.0001823959,0.00003919741,0.000006471283,0.0001446427,0.00007421928,0.00001786843],"category_scores_gemma":[0.0004426884,0.00009419687,0.0002213712,0.000225963,0.00006000225,0.000115876,0.00001036075,0.0003953818,3.287432e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046006,"about_ca_system_score_gemma":0.0001601618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002825237,"about_ca_topic_score_gemma":0.00002024908,"domain_scores_codex":[0.9978231,0.0002348561,0.001001086,0.0001768867,0.0004819642,0.0002821081],"domain_scores_gemma":[0.9973559,0.0004406042,0.001273763,0.0002704301,0.0005664033,0.00009291508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05511451,0.001198479,0.8589646,0.00001447281,0.0002701956,0.00006956635,0.000537149,0.00000275573,0.07225354,0.000003116506,0.00008467669,0.01148699],"study_design_scores_gemma":[0.009363011,0.01844843,0.8401554,0.001559224,0.00006283849,0.00001457065,0.00005654235,0.000004867457,0.1301497,0.00007876851,0.0000297073,0.00007685238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969315,0.001701708,0.00001216139,0.0007076947,0.00003792056,0.0004867935,0.000002255229,0.000003765152,0.0001161941],"genre_scores_gemma":[0.9971871,0.002197963,0.00009402718,0.0004123317,0.00007523975,0.000003199833,6.552472e-7,0.00001709574,0.00001240028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0578962,"threshold_uncertainty_score":0.3841237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650092371756289,"score_gpt":0.3236589877525811,"score_spread":0.3071580640350182,"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."}}