{"id":"W1964394410","doi":"10.1016/j.berh.2012.05.005","title":"Self-management interventions in the digital age: New approaches to support people with rheumatologic conditions","year":2012,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Rheumatology","topic":"Diabetes Management and Education","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario; University of British Columbia; Arthritis Research Centre of Canada","funders":"","keywords":"Psychological intervention; Medicine; Self-management; Social media; Flexibility (engineering); Digital health; Telemedicine; Health care; Multimedia; Nursing; World Wide Web; Computer 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":[0.002006221,0.0009691751,0.002757026,0.001916178,0.0003402697,0.001500213,0.001229375,0.002047081,0.005286429],"category_scores_gemma":[0.003447129,0.000308671,0.001166879,0.001798306,0.0005184361,0.001924497,0.001060078,0.002260202,0.0006611269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007711172,"about_ca_system_score_gemma":0.002024636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623077,"about_ca_topic_score_gemma":0.00621007,"domain_scores_codex":[0.9993876,0.0001677571,0.00008373751,0.00009149317,0.0002134484,0.00005591388],"domain_scores_gemma":[0.9981298,0.001357628,0.0002199646,0.00002135871,0.0001688169,0.0001023485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001418869,0.0001994357,0.00024654,0.03456647,0.0002472697,0.00007489324,0.00009776858,0.00008377141,0.0002328196,0.0006760699,0.00730165,0.9561315],"study_design_scores_gemma":[0.001255045,0.001136591,0.01664512,0.1785311,0.004162159,0.003080283,0.001327113,0.0005117351,0.0006849144,0.003891212,0.7886487,0.0001259977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002206747,0.9988808,0.00005898788,0.0003586941,0.0001331515,0.000008626065,0.000007529466,0.000003781669,0.0003277894],"genre_scores_gemma":[0.001828167,0.9971045,0.0003276639,0.0004056474,0.0001433389,0.00001852111,0.00001567523,0.000001021,0.0001554592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005286429,"threshold_uncertainty_score":0.01768488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5645942069931135,"score_gpt":0.5498374157152992,"score_spread":0.01475679127781426,"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."}}