{"id":"W3016093943","doi":"10.2196/16695","title":"Mobile Phone Technologies in the Management of Ischemic Heart Disease, Heart Failure, and Hypertension: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Heart failure; Odds ratio; Randomized controlled trial; Blood pressure; Internal medicine; Disease management; Disease; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003491705,0.0007934328,0.00989191,0.0005694793,0.0008418431,0.0000197856,0.000467751,0.00050921,0.00004475889],"category_scores_gemma":[0.0001207078,0.0004744158,0.0006084088,0.002598041,0.0002459264,0.00008986275,0.0003612114,0.001787655,0.00003719984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533396,"about_ca_system_score_gemma":0.001090231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377946,"about_ca_topic_score_gemma":0.00005897007,"domain_scores_codex":[0.9909846,0.002235546,0.003810756,0.001262159,0.0005474135,0.001159478],"domain_scores_gemma":[0.9942279,0.001232093,0.001888464,0.001555845,0.0001412966,0.0009544195],"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":[0.00001144387,0.00008264523,0.00002876602,0.9772173,0.002211874,0.000006505683,0.0001269475,3.966395e-8,8.604005e-9,0.0006223104,0.01553185,0.004160273],"study_design_scores_gemma":[0.0002867954,0.0001054368,0.00007972147,0.03670369,0.2491768,0.00003321264,0.001129391,0.000004576861,5.441257e-9,0.00007546678,0.7121227,0.0002821785],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001526083,0.9477727,0.000009157216,0.01876886,0.00003935577,0.03281314,0.0003713713,0.0001300512,0.00008007293],"genre_scores_gemma":[0.0003501418,0.9157712,0.0007386855,0.01124497,0.00003549131,0.07153374,0.0001550447,0.00005767451,0.00011307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9405136,"threshold_uncertainty_score":0.9997708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480665184513582,"score_gpt":0.4650194569206216,"score_spread":0.3169529384692634,"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."}}