{"id":"W2156918201","doi":"10.1017/s1092852913000746","title":"A review of FDA-approved treatment options in bipolar depression","year":2013,"lang":"en","type":"review","venue":"CNS Spectrums","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; Brain and Cognition Discovery Foundation; University Health Network","funders":"","keywords":"Depression (economics); Medicine; Drug approval; Psychiatry; Drug","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":[0.0001236291,0.0005278016,0.002722307,0.0003119924,0.00003612082,0.000008759652,0.000143571,0.0002703846,0.000754322],"category_scores_gemma":[0.00004159007,0.0003290143,0.0008821112,0.000499064,0.00005618099,0.00005797941,0.00005675802,0.0002879045,0.0003317842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004902949,"about_ca_system_score_gemma":0.0003993655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000364916,"about_ca_topic_score_gemma":0.0001168728,"domain_scores_codex":[0.997964,0.0001394098,0.0008478471,0.0005151603,0.0001990363,0.0003345096],"domain_scores_gemma":[0.9984593,0.00006227175,0.0003374672,0.0009367477,0.00004070573,0.0001634521],"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":[0.000004035497,0.0008503075,0.0002122327,0.08073034,0.0003270208,0.00001098156,0.00001714598,1.773512e-8,0.000001781535,0.000131248,0.0003621705,0.9173527],"study_design_scores_gemma":[0.0006995803,0.000312367,0.0002318256,0.1452544,0.002727241,0.0001226897,0.000004306798,0.00000129533,0.000008319756,0.00002440084,0.8504141,0.0001994309],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002789737,0.9928309,0.000007415672,0.00015693,0.00009357742,0.003854065,0.00006683046,0.00004417549,0.002943326],"genre_scores_gemma":[0.000005513369,0.9969365,0.0004901935,0.00005086718,0.00008157407,0.0009224718,0.0005219104,0.00006960378,0.0009213455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9171533,"threshold_uncertainty_score":0.9999162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05484055322962393,"score_gpt":0.3548098748505293,"score_spread":0.2999693216209053,"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."}}