{"id":"W1991452454","doi":"10.1111/acps.12121","title":"Practical considerations for the development of a psychoeducation programme: lessons from the Cardiff experience","year":2013,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoeducation; Bipolar disorder; Mania; Psychiatry; Psychological intervention; Bipolar I disorder; Hypomania; Treatment of bipolar disorder; Psychology; Medicine; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027015,0.0008799848,0.0008520701,0.001015871,0.00531926,0.005521358,0.003552902,0.01261952,0.01462171],"category_scores_gemma":[0.0271943,0.0005721781,0.001226024,0.0007636696,0.004006648,0.006191728,0.007561641,0.01209888,0.002255348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010797,"about_ca_system_score_gemma":0.02894765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03920671,"about_ca_topic_score_gemma":0.09964753,"domain_scores_codex":[0.9823682,0.01155579,0.0008657255,0.000523707,0.001848331,0.002838253],"domain_scores_gemma":[0.9525434,0.01464406,0.0007310068,0.0009901288,0.003637966,0.02745336],"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":[0.0008190013,0.004187662,0.02034645,0.007991495,0.0001058514,0.02909961,0.09689315,0.001073865,0.002429705,0.01694806,0.402913,0.4171921],"study_design_scores_gemma":[0.000896623,0.002874568,0.04971659,0.01768029,0.0001003455,0.006797047,0.08933587,0.0009011603,0.0005778922,0.00726779,0.8234057,0.0004460659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0741448,0.02108866,0.002863297,0.8459425,0.01196546,0.002605968,0.0002081152,0.0002174883,0.04096361],"genre_scores_gemma":[0.4047968,0.04260315,0.05054908,0.4508079,0.006277557,0.006170845,0.0004874457,0.0004199101,0.03788722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03920671,"threshold_uncertainty_score":0.1428707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07814201487060649,"score_gpt":0.3834027098080888,"score_spread":0.3052606949374823,"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."}}