{"id":"W7025073637","doi":"","title":"Supporting self-management: intervention design for those with musculoskeletal conditions in the context of health literacy","year":2020,"lang":"en","type":"other","venue":"Keele Research Repository (Keele University)","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute for Health Research Applied Research Collaboration West; NIHR Nottingham Biomedical Research Centre; Research for Patient Benefit Programme; Versus Arthritis; Health and Medical Research Fund; National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care Yorkshire and Humber; Economic and Social Research Council; Canadian Institutes of Health Research; Health Research Council of New Zealand; Patient Safety Translational Research Centre; NIHR Greater Manchester Patient Safety Translational Research Centre; Department of Health and Social Care; Medical Research Council; RACGP Foundation; Manchester Biomedical Research Centre; Michael Smith Health Research BC; University of Leeds; Health and Care Research Wales; BMA Foundation for Medical Research; NIHR School for Primary Care Research; Royal College of General Practitioners; Royal Australian College of General Practitioners; Food and Health Bureau; National Institute for Health and Care Research; Cancer Research UK; Wellcome Trust","keywords":"Context (archaeology); Health literacy; Intervention (counseling); Literacy; Psychological intervention; Digital health; Public health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177535,0.000190315,0.0003760713,0.0009523328,0.0003496313,0.0001695592,0.001212188,0.0001193419,0.00001722887],"category_scores_gemma":[0.00002111244,0.0001589587,0.0001969166,0.001181427,0.0001069555,0.0002895205,0.0002029391,0.0004196877,0.000006902761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387792,"about_ca_system_score_gemma":0.0002278602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007216348,"about_ca_topic_score_gemma":0.0001753899,"domain_scores_codex":[0.996096,0.001914369,0.0004134505,0.0005465053,0.0005396503,0.0004900407],"domain_scores_gemma":[0.998255,0.0003722806,0.0004961723,0.0005577138,0.0002240007,0.000094815],"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":[0.0002993459,0.001345593,0.0004393035,0.005951811,0.001208512,0.001298306,0.015822,0.0001938229,0.00007800836,0.3711337,0.5662732,0.03595648],"study_design_scores_gemma":[0.002222683,0.002085973,0.0001045391,0.002563939,0.00004369624,0.00004932524,0.008315995,0.01806575,0.00008330521,0.0001602529,0.9659052,0.0003993594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000402507,0.000764452,0.7379447,0.0007687403,0.000572886,0.00525402,0.00003518557,0.0003274532,0.25393],"genre_scores_gemma":[0.6654766,0.0002352107,0.0131972,0.0001150421,0.0004472559,0.0001217126,0.00009041564,0.0001964492,0.3201201],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7247475,"threshold_uncertainty_score":0.6482149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821759363933908,"score_gpt":0.3396194471772212,"score_spread":0.3014018535378821,"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."}}