{"id":"W2979367114","doi":"10.1016/j.cjca.2019.11.010","title":"Advancing Digital Health Interventions as a Clinically Applied Science for Blood Pressure Reduction: A Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; Psychological intervention; Systematic review; Cochrane Library; Confidence interval; Digital health; Clinical trial; MEDLINE; Protocol (science); Blood pressure; PsycINFO; Physical therapy; Intensive care medicine; Internal medicine; Alternative medicine; Health care; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0226907,0.002940719,0.01991945,0.005723432,0.0007507717,0.005352522,0.002408133,0.00382361,0.005933234],"category_scores_gemma":[0.05936325,0.001955601,0.03143327,0.006367,0.001247921,0.0033451,0.002658714,0.004047551,0.000503285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061479,"about_ca_system_score_gemma":0.006163455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007691271,"about_ca_topic_score_gemma":0.02531208,"domain_scores_codex":[0.9805785,0.009804045,0.005487947,0.001426353,0.002188573,0.0005145635],"domain_scores_gemma":[0.9619854,0.03050982,0.004486144,0.001143636,0.001568308,0.0003066421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001824521,0.00005867352,0.002100587,0.4842508,0.4890249,0.00007897351,0.0001278936,0.000255221,0.0001594595,0.0002496941,0.0006141926,0.0212551],"study_design_scores_gemma":[0.001185582,0.0002011715,0.001831947,0.04173104,0.9527379,0.00005015488,0.00007749116,0.0001427111,0.00007000275,0.000312203,0.001631745,0.00002815793],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002042468,0.9962345,0.0005667423,0.0002169095,0.0001843839,0.0003566079,0.0001736037,0.00001699684,0.0002076992],"genre_scores_gemma":[0.09324756,0.898457,0.004567708,0.00171945,0.0003393507,0.0009966985,0.0002990492,0.00003334584,0.0003398948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0226907,"threshold_uncertainty_score":0.1200013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430558643638754,"score_gpt":0.4137070387837294,"score_spread":0.270651174419854,"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."}}