{"id":"W4319004338","doi":"10.15420/cfr.2022.22","title":"Remote Patient Monitoring for Patients with Heart Failure: Sex- and Race-based Disparities and Opportunities","year":2023,"lang":"en","type":"review","venue":"Cardiac failure review","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Boston Scientific Corporation; Eli Lilly and Company; Edwards Lifesciences; Impulse Dynamics; Heart and Stroke Foundation of Canada; Abbott Laboratories; American Heart Association","keywords":"Telehealth; Medicine; Health equity; Psychological intervention; Socioeconomic status; Telemedicine; Context (archaeology); Heart failure; Disadvantaged; Intensive care medicine; Health care; Internal medicine; Nursing; Environmental health; Population; Political science; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005066637,0.0009200894,0.004489367,0.0002594808,0.0002014874,0.0001073395,0.00008859881,0.0002615653,0.000009717807],"category_scores_gemma":[0.000139331,0.0006289071,0.000778335,0.0002742774,0.0001503762,0.0001290868,0.0001391847,0.0003382733,0.00001915969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644139,"about_ca_system_score_gemma":0.000303423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001510727,"about_ca_topic_score_gemma":0.000002889267,"domain_scores_codex":[0.9969252,0.000265011,0.0008698931,0.0008361315,0.0005163514,0.000587419],"domain_scores_gemma":[0.9978243,0.0004640112,0.0003382665,0.0007211273,0.0002237553,0.0004285746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001230329,0.00004435923,0.0004443703,0.2775366,0.0007722679,0.00001706279,0.00001503808,3.843035e-8,1.362669e-8,0.00003860516,0.03640092,0.6847184],"study_design_scores_gemma":[0.0006077024,0.0004401503,0.00004457246,0.1755093,0.00731743,0.00001004593,0.00003343584,8.278571e-7,2.598061e-7,0.000003418575,0.8155558,0.0004770702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001805376,0.9856652,0.00002789601,0.004096879,0.0002287991,0.009489329,0.0002472671,0.0001883919,0.00003820423],"genre_scores_gemma":[0.000005970036,0.9906359,0.005642093,0.0003023495,0.0002429953,0.001326452,0.0009639669,0.0001978832,0.0006823889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7791548,"threshold_uncertainty_score":0.9996162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06301061353636063,"score_gpt":0.3175438110934085,"score_spread":0.2545331975570479,"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."}}