{"id":"W4396779043","doi":"10.1186/s13643-024-02541-0","title":"A systematic review to determine the effect of strategies to sustain chronic disease prevention interventions in clinical and community settings: study protocol","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Health and Medical Research Council; Medical Research Council; Clinical and Translational Science Institute, University of Florida; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Medicine; Checklist; Psychological intervention; Systematic review; Data extraction; Protocol (science); Alternative medicine; Randomized controlled trial; Meta-analysis; MEDLINE; Health care; Family medicine; Nursing; Pathology","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":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.173993,0.0007680536,0.01153173,0.0005439917,0.0005496593,0.00009564566,0.001386996,0.0001600518,0.00005388845],"category_scores_gemma":[0.07456978,0.0003485688,0.001342865,0.002188931,0.00009133438,0.00018055,0.000936715,0.001914476,0.0007674494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007336289,"about_ca_system_score_gemma":0.001893106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009956853,"about_ca_topic_score_gemma":0.001005539,"domain_scores_codex":[0.7732344,0.2060047,0.01876123,0.0006326907,0.0007153735,0.0006516679],"domain_scores_gemma":[0.9700056,0.02001484,0.006512157,0.002733459,0.0002277928,0.0005061237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004369934,0.00007273461,0.00002067329,0.9914509,0.0001092114,0.000003779892,0.002835393,5.875199e-8,4.870091e-9,0.00002389613,0.001689134,0.003789854],"study_design_scores_gemma":[0.0003452094,0.00137397,0.00001386515,0.9451282,0.005316165,0.000006125091,0.002662664,0.000003999354,1.94905e-9,0.00001736296,0.04490608,0.0002263385],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00001020861,0.4949518,0.00006613742,0.0001999824,0.0001262298,0.5045702,0.00002835192,0.00002453685,0.00002248672],"genre_scores_gemma":[0.0000171605,0.3856546,0.00002813088,0.0003407247,0.00005792668,0.6135449,0.000006127138,0.00003997172,0.0003104841],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1967712,"threshold_uncertainty_score":0.9998966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6852089376593633,"score_gpt":0.7581237926228044,"score_spread":0.07291485496344108,"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."}}