{"id":"W4410519194","doi":"10.1177/07067437251342278","title":"Early Psychoeducational Intervention for Youth and Young Adults at Risk for Bipolar Disorder: A Feasibility Study: Intervention psychoéducative précoce pour les adolescents et les jeunes adultes à risque de trouble bipolaire : Une étude de faisabilité","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; McGill University; University of British Columbia","funders":"Djavad Mowafaghian Centre for Brain Health","keywords":"Psychoeducation; Bipolar disorder; Psychology; Intervention (counseling); Clinical psychology; Randomized controlled trial; Quality of life (healthcare); Psychiatry; Medicine; Psychotherapist; Mood","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001283406,0.0004268568,0.0003904814,0.0004990111,0.0006571809,0.0003127461,0.0005282664,0.0007491173,0.003892559],"category_scores_gemma":[0.001434325,0.0002964287,0.0006321293,0.0002309071,0.0003816528,0.000371421,0.0008058221,0.0008256477,0.000213665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937508,"about_ca_system_score_gemma":0.002150167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002461822,"about_ca_topic_score_gemma":0.005361691,"domain_scores_codex":[0.9994953,0.0002445343,0.00004115038,0.00004753094,0.00006221508,0.0001092976],"domain_scores_gemma":[0.9993076,0.0001993769,0.0001072346,0.00004080224,0.00005060685,0.000294328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06173711,0.3505717,0.05602909,0.003520919,0.0004031974,0.001028727,0.004872456,0.0007901197,0.0140444,0.0003606431,0.001212757,0.5054289],"study_design_scores_gemma":[0.1039573,0.5420634,0.3406976,0.0008020675,0.0005531588,0.0005277523,0.003620059,0.0009124866,0.003160408,0.0002036174,0.003450451,0.00005162105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965948,0.0002472886,0.0002041109,0.0001151121,0.00001988363,0.00239795,0.00004273492,0.00001137645,0.0003667047],"genre_scores_gemma":[0.9851562,0.0008781638,0.00366817,0.0002109449,0.00006144006,0.009041861,0.0001311061,0.000003321586,0.0008487933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003892559,"threshold_uncertainty_score":0.01302195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163522870597681,"score_gpt":0.3120174903470953,"score_spread":0.2956652032873272,"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."}}