{"id":"W2117030009","doi":"10.1136/ebmh.12.2.49","title":"Review: long term use of antidepressants for bipolar disorder reduces depressive episodes but increases risk of mania","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Mania; Bipolar disorder; Term (time); Psychiatry; Depressive symptoms; Medicine; Psychology; Clinical psychology; Lithium (medication); Anxiety; Physics","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":[0.0005493211,0.0007041673,0.00206514,0.0003555529,0.0002261219,0.00002373453,0.0003153875,0.0004135741,0.0000871151],"category_scores_gemma":[0.0004530971,0.0005653803,0.0006719587,0.0002738371,0.0002836639,0.000308003,0.00007100036,0.0008069206,0.000006066332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003088929,"about_ca_system_score_gemma":0.0009981534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704648,"about_ca_topic_score_gemma":0.0003850297,"domain_scores_codex":[0.995567,0.0005395116,0.001447217,0.0008850275,0.0008267293,0.0007344732],"domain_scores_gemma":[0.9955458,0.0009969956,0.001921145,0.00101266,0.0002664739,0.0002569301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099386,0.001688232,0.4498791,0.04532418,0.0007808849,0.00004196727,0.00008184258,0.000002343463,0.0002529204,0.000002431056,0.3611532,0.1396935],"study_design_scores_gemma":[0.007693952,0.006837306,0.4988937,0.2436197,0.005040674,0.0001272248,0.00003962991,0.00003467135,0.01685706,0.00004313178,0.2195766,0.001236366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0454035,0.8430951,0.0001436196,0.101821,0.0001912662,0.005942584,0.0033349,0.00006071511,0.000007307501],"genre_scores_gemma":[0.08314218,0.7545452,0.002619971,0.1544427,0.0005410408,0.000355263,0.0039674,0.0001491583,0.0002370696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1982955,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05722964369562195,"score_gpt":0.3455480697535098,"score_spread":0.2883184260578879,"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."}}