{"id":"W2038312366","doi":"10.1111/bdi.12258","title":"Optimizing delivery of recovery‐oriented online self‐management strategies for bipolar disorder: a review","year":2014,"lang":"en","type":"review","venue":"Bipolar Disorders","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bipolar disorder; Psychosocial; Self-management; Mental health; Psychology; Empowerment; Perspective (graphical); Psychotherapist; Knowledge management; Computer science; Psychiatry; Cognition; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430085,0.0008820044,0.001895632,0.002670367,0.000338816,0.001059745,0.001303697,0.001380937,0.002894771],"category_scores_gemma":[0.004242548,0.0003572177,0.001171212,0.002748449,0.0004306638,0.001164703,0.0006854293,0.001006371,0.0004403419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006221528,"about_ca_system_score_gemma":0.002112816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039662,"about_ca_topic_score_gemma":0.003381592,"domain_scores_codex":[0.9993563,0.0001993503,0.0001597685,0.00008357246,0.0001669413,0.00003410719],"domain_scores_gemma":[0.9976072,0.001851181,0.0002798912,0.00002671257,0.0001845836,0.0000503078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009316215,0.0001089275,0.0002114419,0.1672007,0.0003760572,0.00006222205,0.0001617233,0.0002298249,0.0002437233,0.00080301,0.005093238,0.825416],"study_design_scores_gemma":[0.0002188379,0.0007851535,0.008150869,0.4323355,0.004783223,0.002180073,0.0008454848,0.0005890921,0.001150814,0.002152473,0.546721,0.00008744226],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001700154,0.9994167,0.00004980157,0.00008315646,0.00003829287,0.00001186786,0.000008045051,0.000002978484,0.0002191516],"genre_scores_gemma":[0.001261332,0.9984067,0.000161376,0.00006328205,0.00002970508,0.00001770638,0.00001036847,9.703751e-7,0.00004852091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002894771,"threshold_uncertainty_score":0.009683907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804262216361657,"score_gpt":0.383080621724962,"score_spread":0.3450379995613454,"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."}}