{"id":"W2035136454","doi":"10.2217/npy.13.78","title":"Aging changes and medical complexity in late-life bipolar disorder: emerging research findings that may help advance care","year":2013,"lang":"en","type":"article","venue":"Neuropsychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Affect (linguistics); Comorbidity; Bipolar disorder; Geriatric psychiatry; Confounding; Psychiatry; Sophistication; Disease; Cognition; Psychology; Cognitive decline; Clinical psychology; Medicine; Gerontology; Dementia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245451,0.0002193686,0.0005889368,0.001036047,0.0004203778,0.001187996,0.0001933553,0.000544441,0.002527874],"category_scores_gemma":[0.003960712,0.0001160259,0.0003467949,0.001199619,0.0005102871,0.001717269,0.0005442716,0.000735493,0.0001620121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008906404,"about_ca_system_score_gemma":0.001129906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004544677,"about_ca_topic_score_gemma":0.01290961,"domain_scores_codex":[0.999754,0.00008380449,0.000043636,0.00004096452,0.00005434354,0.00002323758],"domain_scores_gemma":[0.9971752,0.001171086,0.0009399921,0.00007007002,0.0003666627,0.0002768174],"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":[0.0003290134,0.0001928858,0.4214764,0.002917632,0.0002484682,0.0005963544,0.002123434,0.0002108974,0.001007456,0.003602789,0.008771491,0.5585231],"study_design_scores_gemma":[0.0000334485,0.0003367143,0.9698066,0.001702835,0.0002221947,0.001226331,0.002616801,0.0002813181,0.0001442557,0.0060114,0.01758987,0.00002824215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4190011,0.5067965,0.002355105,0.05241666,0.001179549,0.0001120254,0.001060599,0.00004309151,0.01703536],"genre_scores_gemma":[0.7040511,0.2832046,0.003524591,0.005531237,0.002268241,0.00007710616,0.0004419332,0.000008376937,0.0008927261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004544677,"threshold_uncertainty_score":0.009036422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04717241957428293,"score_gpt":0.3408437858488259,"score_spread":0.2936713662745429,"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."}}