{"id":"W1986770646","doi":"10.1007/s12325-011-0015-3","title":"Surgical treatment of morbid obesity among patients with bipolar disorder: a research agenda","year":2011,"lang":"en","type":"review","venue":"Advances in Therapy","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Morbid obesity; Bipolar disorder; Rheumatology; Obesity; Internal medicine; Psychiatry; Physical therapy; Family medicine; Intensive care medicine; Weight loss; Lithium (medication)","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"],"consensus_categories":[],"category_scores_codex":[0.0001910188,0.0004771861,0.001828207,0.0003764507,0.00007185894,0.000007233688,0.0001811516,0.0002275399,0.0001632658],"category_scores_gemma":[0.000007966821,0.0002690579,0.0003589752,0.0006383669,0.0003400886,0.0001220339,0.00003039432,0.0003240843,0.00002006731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556302,"about_ca_system_score_gemma":0.0002099322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006174,"about_ca_topic_score_gemma":0.0007570015,"domain_scores_codex":[0.9976566,0.0003461603,0.0005308598,0.0005591729,0.0004465982,0.0004606034],"domain_scores_gemma":[0.9986747,0.0001835526,0.0002176103,0.0006800995,0.0001247141,0.0001193368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002174755,0.00364136,0.2884826,0.001106246,0.0002696686,0.00002693064,0.0001902321,9.131056e-8,6.088559e-9,0.00004239522,0.000001354308,0.7060216],"study_design_scores_gemma":[0.004480984,0.0041473,0.02218633,0.002642093,0.0002146882,0.00001047127,0.00001600782,2.096303e-7,0.000002784064,0.00005458988,0.9660231,0.0002214037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006521678,0.9898055,0.000003118007,0.000003664219,0.00006916718,0.002521676,0.00007327396,0.00002469254,0.0009772053],"genre_scores_gemma":[0.001378814,0.997445,0.0001488366,0.000001933576,0.00004170448,0.0004257745,0.0002643962,0.00007314403,0.0002203755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9660218,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0777282307428856,"score_gpt":0.3996709975142271,"score_spread":0.3219427667713415,"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."}}