{"id":"W4383747635","doi":"10.1016/j.jacc.2023.04.054","title":"Consumer Wearable Health and Fitness Technology in Cardiovascular Medicine","year":2023,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Wearable computer; Wearable technology; Health technology; Interpretation (philosophy); Population health; Medical prescription; Population; Health care; Nursing; Computer science; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001711866,0.001015069,0.002284334,0.004228408,0.0003770332,0.001440441,0.0009395843,0.00192964,0.00890225],"category_scores_gemma":[0.002650678,0.0004593425,0.001274347,0.003768482,0.0006308709,0.00156313,0.00112468,0.002066969,0.002058047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007561964,"about_ca_system_score_gemma":0.002070684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008977,"about_ca_topic_score_gemma":0.00837267,"domain_scores_codex":[0.9994438,0.0001015557,0.0000958056,0.0000993707,0.0002173938,0.00004204475],"domain_scores_gemma":[0.9982474,0.0009803189,0.0003195387,0.00003191552,0.000336001,0.00008486884],"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":[0.00009014136,0.0001130253,0.0002426322,0.03666489,0.0002098459,0.00006249485,0.00004705834,0.000110006,0.0005139111,0.001356116,0.02575507,0.9348349],"study_design_scores_gemma":[0.0001561535,0.000465354,0.005009811,0.05691399,0.001594957,0.0009026962,0.0001820053,0.0002610105,0.0004477912,0.002096876,0.9319107,0.00005871681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007448851,0.9987582,0.0000684408,0.000217402,0.0002050738,0.000006497675,0.00001875416,0.000004622083,0.00064648],"genre_scores_gemma":[0.0006183051,0.9981663,0.000157329,0.0003608302,0.000222454,0.000009185111,0.00002500053,0.000001312606,0.0004394022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00890225,"threshold_uncertainty_score":0.02978098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0747113702824649,"score_gpt":0.4431177677523171,"score_spread":0.3684063974698523,"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."}}