{"id":"W3080155552","doi":"10.1016/s2215-0366(20)30188-7","title":"Early intervention for people at high risk of developing bipolar disorder: a systematic review of clinical trials","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Mount Sinai Hospital; BC Mental Health & Substance Use Services; University of British Columbia","funders":"Janssen Canada; Pfizer Canada; Servier; University of British Columbia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; GlaxoSmithKline; Michael Smith Health Research BC; Eli Lilly and Company; Stanley Foundation; Dainippon Sumitomo Pharma; Sunovion","keywords":"Bipolar disorder; Psychological intervention; Mania; Mood; Medicine; Clinical trial; Psychiatry; Randomized controlled trial; Systematic review; Clinical psychology; MEDLINE; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00596709,0.001694786,0.01081852,0.003126096,0.0003889338,0.002027177,0.001879279,0.00227709,0.005298635],"category_scores_gemma":[0.01902542,0.0009546039,0.009495117,0.003526912,0.0006532207,0.001550726,0.001275381,0.00212556,0.0002860391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189483,"about_ca_system_score_gemma":0.004092679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755758,"about_ca_topic_score_gemma":0.0229664,"domain_scores_codex":[0.9966769,0.001371906,0.0009665748,0.0003547841,0.0004772665,0.00015261],"domain_scores_gemma":[0.9906473,0.006808267,0.001709622,0.0001396152,0.0004930364,0.0002021186],"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":[0.002851857,0.00005437338,0.0007804827,0.8840879,0.04995581,0.00008442672,0.0001219561,0.000204335,0.0002474732,0.0002090702,0.001928648,0.05947354],"study_design_scores_gemma":[0.007568848,0.001036527,0.007759045,0.5087461,0.4553891,0.0003171794,0.0003085175,0.0002190625,0.0002681799,0.0007381327,0.01756312,0.0000862199],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008320112,0.9984622,0.0001041846,0.0001118992,0.00009387879,0.0001387249,0.0001331066,0.000007986085,0.0001159654],"genre_scores_gemma":[0.01881423,0.9793046,0.0007745606,0.0005621932,0.00007644036,0.0002132707,0.0001415747,0.000005816444,0.0001073584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01081852,"threshold_uncertainty_score":0.03155738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217910462117703,"score_gpt":0.4465333362451571,"score_spread":0.3247422900333868,"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."}}