{"id":"W2083417086","doi":"10.12968/ijtr.2009.16.11.44941","title":"Self-management techniques for bipolar disorder in a sample of New Zealand Chinese","year":2009,"lang":"en","type":"article","venue":"International Journal of Therapy and Rehabilitation","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Harmony (color); Psychosocial; Psychology; Taoism; Multiculturalism; Coping (psychology); Psychological intervention; Interpersonal communication; Bipolar disorder; Social psychology; Clinical psychology; Psychotherapist; Psychiatry; Buddhism; Mood","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":[],"consensus_categories":[],"category_scores_codex":[0.0001860255,0.00006140383,0.0001426497,0.0002279476,0.000009806657,0.000006967673,0.00004953396,0.00003021998,0.0000065627],"category_scores_gemma":[0.00005447955,0.00004130949,0.00008929567,0.00006417124,0.00001471196,0.00008623579,0.000004013682,0.00004573743,7.31483e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003623696,"about_ca_system_score_gemma":0.00002498221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000468989,"about_ca_topic_score_gemma":0.00002311026,"domain_scores_codex":[0.9994368,0.00001645021,0.0002751843,0.00006307453,0.0001599533,0.00004854852],"domain_scores_gemma":[0.9995093,0.0001377862,0.0001248109,0.00004575887,0.0001520806,0.00003031801],"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":[0.001541782,0.0009577135,0.3954902,0.00003062134,0.000236774,0.000001372127,0.002582006,0.000006593134,0.0005807452,0.0007271477,0.0001087526,0.5977363],"study_design_scores_gemma":[0.005561334,0.003024975,0.9073297,0.0001386221,0.00003193441,0.00002333633,0.0001563768,0.00006729178,0.0002576392,0.02544888,0.05790699,0.00005288673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780174,0.008010259,0.003026744,0.010285,0.0001056412,0.0004879929,0.000007746401,0.00000954123,0.00004971194],"genre_scores_gemma":[0.9258607,0.004625378,0.06927168,0.0000952035,0.00007769901,0.0000055961,0.000008103611,0.000004931593,0.00005072741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5976834,"threshold_uncertainty_score":0.1684552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007444157757733725,"score_gpt":0.3055782031558857,"score_spread":0.298134045398152,"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."}}