{"id":"W2905058295","doi":"10.1136/bmjopen-2018-024262","title":"Supported self-management for people with type 2 diabetes: a meta-review of quantitative systematic reviews","year":2018,"lang":"en","type":"review","venue":"BMJ Open","topic":"Diabetes Management and Education","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Chief Scientist Office; Department of Health and Social Care; Health Services and Delivery Research Programme; National Institute for Health and Care Research; Scottish Government","keywords":"Medicine; Systematic review; Meta-analysis; Psychological intervention; Randomized controlled trial; MEDLINE; Family medicine; Physical therapy; Nursing; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005438018,0.0005330187,0.008550745,0.0002329762,0.00004846946,0.00006211428,0.0006883788,0.00008724256,0.0005061396],"category_scores_gemma":[0.0008270071,0.0002911956,0.0008819553,0.001016638,0.0000325305,0.0001637899,0.0002651957,0.0000939017,0.0004349212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025275,"about_ca_system_score_gemma":0.0003724828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004724771,"about_ca_topic_score_gemma":0.000007733701,"domain_scores_codex":[0.9963391,0.0004954747,0.001910531,0.0005331797,0.0003949887,0.0003267677],"domain_scores_gemma":[0.9951469,0.0003650821,0.002538739,0.001357989,0.000483703,0.000107578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000145854,0.0001755205,0.000002900668,0.8920283,0.010469,0.000001108212,0.00007901798,5.100316e-9,7.545577e-9,0.0002852996,0.08825476,0.008689466],"study_design_scores_gemma":[0.0001973223,0.0004239432,0.000001251259,0.4303012,0.07895341,0.000001360074,0.00003084093,0.000002329542,1.133881e-7,0.000006386729,0.4899093,0.0001725957],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.727548e-7,0.854864,0.00003045125,0.0000965205,0.0002148965,0.1379299,0.00002077222,0.00002726245,0.006815774],"genre_scores_gemma":[1.297445e-7,0.9216891,0.0113164,0.0004617476,0.00006721469,0.05856322,0.000939871,0.00007698976,0.00688536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4617271,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2758087607371438,"score_gpt":0.4829945889153435,"score_spread":0.2071858281781997,"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."}}