{"id":"W1833157081","doi":"10.1177/2333393615606092","title":"Self-Management Strategies in Recovery From Mood and Anxiety Disorders","year":2015,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université Laval; Université du Québec à Montréal","funders":"Mental Health Commission","keywords":"Anxiety; Mood; Psychology; Bipolar disorder; Mood disorders; Clinical psychology; Self-management; Mental health; Diversity (politics); Psychotherapist; Psychiatry","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":[0.00176505,0.0001478975,0.000190364,0.0001330724,0.0001568407,0.0001112462,0.0001834981,0.00009439047,0.00006089734],"category_scores_gemma":[0.00003469084,0.0001380978,0.00002637328,0.0006046686,0.0002701634,0.0002834215,0.00006445489,0.0002366083,0.0001485774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008234149,"about_ca_system_score_gemma":0.00005538569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707916,"about_ca_topic_score_gemma":0.0007122434,"domain_scores_codex":[0.9964319,0.001688598,0.0002524655,0.0004906738,0.0005180572,0.0006182592],"domain_scores_gemma":[0.9991052,0.0003456211,0.00004459325,0.0002191301,0.00007752072,0.0002080025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00228807,0.002432144,0.0239834,0.0001300023,0.0002265963,0.00004289959,0.2764585,0.000006610783,0.000003125796,0.2404271,0.01779774,0.4362038],"study_design_scores_gemma":[0.002350928,0.0004585884,0.06931079,0.0001595686,0.00001022783,0.000001262551,0.452824,0.00002373551,0.000002436537,0.4737813,0.0009314977,0.000145592],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7144458,0.002060951,0.00007796684,0.001286642,0.0003426593,0.000601567,0.00006798844,0.00004241718,0.281074],"genre_scores_gemma":[0.9971135,0.0002459484,0.002041874,0.00003597235,0.00004495538,0.0001099219,0.0000509103,0.00001074023,0.0003462005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4360582,"threshold_uncertainty_score":0.7116991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422808199302805,"score_gpt":0.5492897569108421,"score_spread":0.4070089369805616,"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."}}