{"id":"W3157706370","doi":"10.1007/s11920-021-01252-w","title":"New Developments in the Use of Atypical Antipsychotics in the Treatment of Bipolar Disorder: a Systematic Review of Recent Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Quetiapine; Lurasidone; Asenapine; Bipolar disorder; Aripiprazole; Medicine; Randomized controlled trial; Psychiatry; Atypical antipsychotic; Bipolar I disorder; Internal medicine; Antipsychotic; Schizophrenia (object-oriented programming); Lithium (medication); Mania","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007665115,0.0007738249,0.02415184,0.0004004732,0.0000294618,0.0000198073,0.0002583499,0.0002482171,0.00006834347],"category_scores_gemma":[0.003749343,0.0003077526,0.004676766,0.001201292,0.00009495675,0.00003829843,0.00002527848,0.0003547226,0.000001405572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238383,"about_ca_system_score_gemma":0.002286372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003977028,"about_ca_topic_score_gemma":0.00008825852,"domain_scores_codex":[0.979735,0.007337019,0.01096986,0.0005718914,0.001070476,0.0003157555],"domain_scores_gemma":[0.9874449,0.003254177,0.00731467,0.001675386,0.0002204774,0.00009033589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006273216,0.008240812,0.003433232,0.7828428,0.004547015,0.00004117135,0.0004623013,2.144138e-7,2.169062e-8,0.0001880882,0.0003442844,0.1936269],"study_design_scores_gemma":[0.06333237,0.000229548,0.0001662857,0.6060216,0.0332452,0.0003372168,0.00005153412,8.440834e-7,1.083318e-7,0.00003150331,0.296393,0.000190834],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004874616,0.9681515,0.0000591526,0.0002655901,0.001460563,0.02994914,0.00003302811,0.000006776014,0.00002550628],"genre_scores_gemma":[0.00004050943,0.9969897,0.0005465409,0.00003716517,0.00006858661,0.001820842,0.0004329216,0.00003797786,0.00002579329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2960487,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496560225232402,"score_gpt":0.4145263745322723,"score_spread":0.2648703520090321,"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."}}