{"id":"W2538320513","doi":"10.1136/bmjopen-2016-012723","title":"Text2PreventCVD: protocol for a systematic review and individual participant data meta-analysis of text message-based interventions for the prevention of cardiovascular diseases","year":2016,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Simon Fraser University","funders":"Medical Research Council; National Health and Medical Research Council; George Institute for Global Health; International Centre for Diarrhoeal Disease Research, Bangladesh; Center for International Health; University of Cape Town; Simon Fraser University; University of Auckland; NIHR Oxford Biomedical Research Centre; University of Oxford; National Institute for Health and Care Research","keywords":"Medicine; Protocol (science); Psychological intervention; Meta-analysis; Alternative medicine; Systematic review; MEDLINE; Family medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.07301571,0.008349661,0.02310948,0.009842261,0.003072381,0.009161524,0.005553821,0.008246375,0.1320561],"category_scores_gemma":[0.1181111,0.007404324,0.02896273,0.01025983,0.0042085,0.00789864,0.005773143,0.009034082,0.01329347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0105366,"about_ca_system_score_gemma":0.03327565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004950482,"about_ca_topic_score_gemma":0.008196949,"domain_scores_codex":[0.9637578,0.017914,0.008873523,0.004212918,0.003679611,0.001562109],"domain_scores_gemma":[0.9471262,0.02380294,0.01051892,0.006254911,0.01018831,0.002108715],"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":[0.01810165,0.0003436559,0.0008179815,0.8767242,0.01233024,0.0003687172,0.001124083,0.002195884,0.001359467,0.004950823,0.05689682,0.02478657],"study_design_scores_gemma":[0.1810962,0.00350068,0.007638735,0.4262853,0.04194205,0.0007199892,0.00147718,0.006717799,0.003932192,0.02950803,0.2960393,0.001142617],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00042972,0.001942091,0.002787803,0.0004918069,0.0006641595,0.9825749,0.0102659,0.0003403225,0.0005034048],"genre_scores_gemma":[0.0003160311,0.0003556113,0.003066049,0.0001369052,0.00002640832,0.9952919,0.0005597305,0.00002217702,0.0002251353],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1320561,"threshold_uncertainty_score":0.4417716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7783811362291647,"score_gpt":0.6675203423766688,"score_spread":0.1108607938524959,"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."}}