{"id":"W4387674937","doi":"10.1176/appi.focus.20230010","title":"Bipolar Disorder Among Older Adults: Newer Evidence to Guide Clinical Practice","year":2023,"lang":"en","type":"article","venue":"FOCUS The Journal of Lifelong Learning in Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Bipolar disorder; Comorbidity; Psychiatry; Medicine; Intervention (counseling); Lithium (medication); Mania; Clinical Practice; Psychology; Family medicine","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":[0.004374041,0.0002329337,0.0004895029,0.0003760062,0.0001800063,0.00004011775,0.0003407636,0.0001681925,0.00006644947],"category_scores_gemma":[0.005242842,0.0001502998,0.0002902007,0.001121437,0.00008486399,0.0003468972,0.0001084777,0.001647094,0.0002324152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000808074,"about_ca_system_score_gemma":0.0004498978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003581588,"about_ca_topic_score_gemma":0.0004920304,"domain_scores_codex":[0.9965579,0.0007735075,0.001264461,0.0002604518,0.0007217888,0.0004219018],"domain_scores_gemma":[0.9968794,0.001443713,0.0006179406,0.0004219357,0.0003398447,0.0002971733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00091354,0.0004830493,0.941303,0.00004942895,0.0002291291,0.00005233832,0.002155164,0.0004910161,0.000004539205,0.00001497472,0.01604482,0.03825901],"study_design_scores_gemma":[0.002329438,0.001337971,0.894003,0.002110241,0.0003617286,0.0003240542,0.004140378,0.0001482036,0.000003690579,0.0000461876,0.09504399,0.0001511278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882363,0.04923814,0.0008331153,0.05806988,0.002585233,0.0005233116,0.000001158775,0.00008134862,0.0004314879],"genre_scores_gemma":[0.9813563,0.007169057,0.00661438,0.001573402,0.0017009,0.00001437907,0.0000027168,0.00008774942,0.001481094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09311999,"threshold_uncertainty_score":0.7155895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866863002069254,"score_gpt":0.3593024901546465,"score_spread":0.340633860133954,"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."}}