{"id":"W1884301425","doi":"10.2147/ndt.s90969","title":"Electroconvulsive therapy treatment in patients with somatic symptom and related disorders","year":2015,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Electroconvulsive therapy; Somatic cell; Psychiatry; Intensive care medicine; Schizophrenia (object-oriented programming); Genetics","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":[0.00002370384,0.0003482359,0.0003885916,0.0001861236,0.00007931812,0.00001841591,0.00002812028,0.00003204473,0.000007194807],"category_scores_gemma":[0.000008735754,0.000213485,0.00005512053,0.0002808842,0.00007490052,0.00007069107,0.00001050801,0.00006071257,0.000006440966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921971,"about_ca_system_score_gemma":0.0001640455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008150413,"about_ca_topic_score_gemma":0.00005588679,"domain_scores_codex":[0.9987541,0.00007878776,0.0002094659,0.0004428883,0.0001932998,0.0003214344],"domain_scores_gemma":[0.9992057,0.00004614089,0.00007716236,0.0002320457,0.00005089048,0.0003880701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003905253,0.002642904,0.9594111,0.00001327614,0.0005274039,0.00005963739,0.0007977659,0.000001719547,0.000008280941,0.00004058667,0.00001960354,0.03257249],"study_design_scores_gemma":[0.03137587,0.01708209,0.9499485,0.00002402472,0.0004536555,0.00000867621,0.00009423781,0.00002029613,0.00002031308,0.00045495,0.0003199987,0.0001973249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878369,0.008423186,5.406091e-7,0.001262131,0.0000454617,0.001946753,0.000008344685,0.00005795573,0.0004187287],"genre_scores_gemma":[0.9925879,0.006541359,0.00003671255,0.0001876028,0.0000266292,0.0002520478,0.00003758056,0.00004026358,0.0002899584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03237516,"threshold_uncertainty_score":0.8705666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006473616680043867,"score_gpt":0.2255226132209629,"score_spread":0.219048996540919,"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."}}