{"id":"W1997548503","doi":"10.1097/rlu.0b013e31829b9bd9","title":"Complete Normalization of Severe Brain 18F-FDG Hypometabolism Following Electroconvulsive Therapy in a Major Depressive Episode","year":2013,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Electroconvulsive therapy; Medicine; Depression (economics); Neuroimaging; Major depressive disorder; Positron emission tomography; Disease; Psychiatry; Internal medicine; Radiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008973834,0.0003768277,0.001697234,0.0003266917,0.0001035785,0.000009904528,0.0002901844,0.0002011038,0.0009842413],"category_scores_gemma":[0.002545176,0.0002851427,0.0003248596,0.0007159236,0.0005391841,0.000199197,0.00008943239,0.0007363539,0.0001194533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007384832,"about_ca_system_score_gemma":0.00007138024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004431368,"about_ca_topic_score_gemma":0.00005053435,"domain_scores_codex":[0.9962946,0.0004098504,0.001537689,0.0005835866,0.0005420917,0.0006321761],"domain_scores_gemma":[0.9967987,0.001453108,0.000492904,0.000548256,0.0004291588,0.0002778541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003917456,0.001765608,0.4694436,0.0003152382,0.002674214,0.000334773,0.004856076,0.00001240825,0.4089769,0.00182463,0.0563108,0.04956833],"study_design_scores_gemma":[0.04181561,0.008508587,0.9163358,0.001127685,0.0003827387,0.0001533729,0.001143686,0.0006965636,0.001456412,0.003025239,0.02466848,0.0006857826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695486,0.003966497,0.0001065773,0.02232102,0.0002903129,0.001893846,0.000004925295,0.00009775217,0.001770428],"genre_scores_gemma":[0.9795048,0.001921984,0.0006812211,0.01678904,0.0005460008,0.00007743848,0.00004123096,0.0000989774,0.0003393657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4468923,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351615484154663,"score_gpt":0.3397009092272883,"score_spread":0.3061847543857417,"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."}}