{"id":"W2800055147","doi":"10.4088/jcp.17r11750","title":"Randomized Controlled Trials of Psychoeducation Modalities in the Management of Bipolar Disorder","year":2018,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychoeducation; Bipolar disorder; Randomized controlled trial; Medicine; Psychiatry; Modalities; Psychology; Clinical psychology; Internal medicine; Mood; Psychological intervention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01769038,0.001360831,0.007968811,0.00276501,0.0009609693,0.002209602,0.001731842,0.003076466,0.01167056],"category_scores_gemma":[0.06723756,0.0008137058,0.008941457,0.003163246,0.001136529,0.002026667,0.001006318,0.002712835,0.0005494163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353875,"about_ca_system_score_gemma":0.005120005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877964,"about_ca_topic_score_gemma":0.00422596,"domain_scores_codex":[0.9802395,0.01093449,0.005925959,0.001070407,0.001505014,0.0003246634],"domain_scores_gemma":[0.9578591,0.03150495,0.007791011,0.0007078368,0.001709858,0.0004272947],"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":[0.04503343,0.001471235,0.0009788497,0.7376528,0.04126171,0.0001327445,0.0002296025,0.0003851042,0.0005667809,0.001029391,0.001704949,0.1695534],"study_design_scores_gemma":[0.1897184,0.02690309,0.006295302,0.5486475,0.1970237,0.0003781993,0.0005321518,0.0004872751,0.001173321,0.002543868,0.02615483,0.0001424174],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01133553,0.9742828,0.001272067,0.001329162,0.00171013,0.007717566,0.0005632663,0.00004812715,0.001741233],"genre_scores_gemma":[0.1463481,0.8076798,0.01063213,0.004874261,0.001976755,0.02683082,0.0007592779,0.00003480236,0.0008640855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01769038,"threshold_uncertainty_score":0.09355676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561901473993445,"score_gpt":0.5025126877173045,"score_spread":0.34632254031796,"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."}}