{"id":"W2096879401","doi":"10.1136/ebmh.8.2.46","title":"Risk of dementia in people with depressive and bipolar disorders increases with increasing number of prior affective episodes","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Bipolar disorder; Dementia; Psychiatry; Medicine; Pediatrics; Internal medicine; Disease; 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":[0.000462386,0.0005130735,0.001190141,0.0003185612,0.0001454653,0.00001425493,0.0001110105,0.0002411382,0.00006892147],"category_scores_gemma":[0.00008511412,0.0003701362,0.0001105288,0.000391535,0.0003522301,0.0002052186,0.00005268869,0.0007976132,0.000002102975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480518,"about_ca_system_score_gemma":0.001168838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0737466,"about_ca_topic_score_gemma":0.03872466,"domain_scores_codex":[0.9969628,0.0006096018,0.0005747166,0.0006430219,0.0006900649,0.000519763],"domain_scores_gemma":[0.9975587,0.0008939384,0.0008586425,0.0004216433,0.00008573748,0.0001813852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002685035,0.0007785529,0.9755937,0.002836917,0.0005755517,0.00001579231,0.0007359206,0.000009249516,0.00001528618,0.000003006773,0.0008658452,0.01588515],"study_design_scores_gemma":[0.007522874,0.003147773,0.9716981,0.01315031,0.001175954,0.0001399215,0.0003738637,0.00003142333,0.0006383927,0.00001319207,0.00172035,0.0003878469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891792,0.07001004,0.0001020749,0.03477718,0.00002914738,0.002857371,0.0003219743,0.00003202177,0.00007822458],"genre_scores_gemma":[0.9713708,0.01401031,0.004038687,0.009928184,0.0001019738,0.0001364825,0.0003189222,0.00008084096,0.00001386306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07957876,"threshold_uncertainty_score":0.9998751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005871343814812,"score_gpt":0.2817451699169964,"score_spread":0.2716864564788483,"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."}}