{"id":"W4309210960","doi":"10.3390/healthcare10112288","title":"A Meta-Analysis of Group Cognitive Behavioral Therapy and Group Psychoeducation for Treating Symptoms and Preventing Relapse in People Living with Bipolar Disorder","year":2022,"lang":"en","type":"review","venue":"Healthcare","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"Quỹ Đổi mới sáng tạo Vingroup; Tập đoàn Vingroup - Công ty CP","keywords":"Psychoeducation; Bipolar disorder; Meta-analysis; Randomized controlled trial; Odds ratio; Medicine; Pharmacotherapy; Cognitive behavioral therapy; Relapse prevention; Internal medicine; Psychiatry; Intervention (counseling); Cognition","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":[0.0004726078,0.0003784702,0.002721608,0.0006170692,0.0001691651,0.00001855509,0.00004720205,0.0001514063,0.00007764649],"category_scores_gemma":[0.00002759426,0.000268311,0.0006892075,0.00101327,0.00003928437,0.00006815761,0.00003587202,0.0003170772,1.22712e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079377,"about_ca_system_score_gemma":0.0001641612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604333,"about_ca_topic_score_gemma":0.01465437,"domain_scores_codex":[0.9978445,0.0003894085,0.000648401,0.000620027,0.0002251218,0.0002725429],"domain_scores_gemma":[0.9984647,0.0006008811,0.0005132441,0.0002478716,0.00006329518,0.0001099836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004409252,0.0007560987,0.2292186,0.009214269,0.02405304,0.00000100712,0.003400491,5.531748e-8,4.803266e-8,0.00003232704,2.856963e-7,0.7332797],"study_design_scores_gemma":[0.002996873,0.005069674,0.227828,0.006192146,0.7152322,0.00009118885,0.006719198,0.00003623472,9.13317e-8,0.00001762388,0.03513481,0.0006819224],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03132572,0.9651662,0.00003248695,0.00006939682,0.00002070445,0.003095765,0.0002663432,0.00001719783,0.000006212828],"genre_scores_gemma":[0.03163842,0.9639114,0.0003889952,0.00002765474,0.00001632362,0.002638965,0.001268353,0.00006800512,0.00004192536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7325978,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342136362842196,"score_gpt":0.4133376313169126,"score_spread":0.279123995032693,"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."}}