{"id":"W2090095713","doi":"10.1136/ebmh.7.2.49","title":"Family focused therapy is more effective than crisis management for preventing relapse after a bipolar episode","year":2004,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psychoeducation; Bipolar disorder; Web of science; Bipolar I disorder; Pediatrics; Internal medicine; Psychiatry; Mania; Lithium (medication); Intervention (counseling)","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":[0.0006771114,0.0009588328,0.001246207,0.0004981445,0.0004154323,0.00007862657,0.0002835181,0.0005792881,0.0001111643],"category_scores_gemma":[0.00001456417,0.0008011207,0.0009167655,0.0003765398,0.0001126986,0.00020584,0.00008143172,0.001184694,0.00007748923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260669,"about_ca_system_score_gemma":0.0006571402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248941,"about_ca_topic_score_gemma":0.00009788208,"domain_scores_codex":[0.9950896,0.0002866779,0.0008501275,0.00142682,0.001086363,0.001260411],"domain_scores_gemma":[0.997772,0.0002553342,0.0004945116,0.001046594,0.0001020729,0.0003294212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005112941,0.001726249,0.01703636,0.01485812,0.002235999,0.0003018546,0.002809107,0.000003084774,0.00003101449,0.00001574911,0.7965267,0.1593428],"study_design_scores_gemma":[0.02303561,0.008849482,0.0673008,0.02310584,0.001366248,0.0000436609,0.000430278,0.00003727962,0.001753866,0.0004582276,0.8721149,0.00150383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006595583,0.2046497,0.001048794,0.7685434,0.0007677908,0.01740312,0.0006846478,0.000229531,0.00007740918],"genre_scores_gemma":[0.05613824,0.01443286,0.008120799,0.9091533,0.001270031,0.007759913,0.001505122,0.0003500125,0.001269692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1902169,"threshold_uncertainty_score":0.9994439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315866809818887,"score_gpt":0.3255936278058814,"score_spread":0.2940069468239927,"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."}}