{"id":"W3182246704","doi":"10.3390/ijerph18137171","title":"Monitoring Patients Reported Outcomes after Valve Replacement Using Wearable Devices: Insights on Feasibility and Capability Study: Feasibility Results","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Edwards Lifesciences","keywords":"Medicine; Observational study; Aortic valve replacement; Physical therapy; Wearable computer; Valve replacement; Clinical trial; Wearable technology; Population; Physical medicine and rehabilitation; Medical emergency; Stenosis; Internal medicine; Computer science","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":[0.009215725,0.0004296651,0.0004977821,0.0007084642,0.000347424,0.0009988463,0.0003716341,0.0006553137,0.001848526],"category_scores_gemma":[0.02277249,0.0001718094,0.001380544,0.0007013117,0.000346131,0.0009180435,0.0008321631,0.0007517841,0.0004205857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409985,"about_ca_system_score_gemma":0.0005789577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004847968,"about_ca_topic_score_gemma":0.0007438819,"domain_scores_codex":[0.9943907,0.003152531,0.0006393947,0.0004217006,0.001034193,0.0003615289],"domain_scores_gemma":[0.9821894,0.008564765,0.004507201,0.0009423905,0.002611443,0.001184828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004369607,0.004122314,0.9360809,0.0004597983,0.000728446,0.0001727275,0.00159992,0.0002592031,0.002100021,0.000203844,0.0004401088,0.04946307],"study_design_scores_gemma":[0.0002569621,0.01588139,0.9788601,0.0001106739,0.0003395058,0.0003258404,0.0009371039,0.000685377,0.0008570196,0.0001501051,0.001546282,0.00004968452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948778,0.0005684664,0.001474207,0.000165963,0.00003259514,0.0003836789,0.0003799358,0.000009649515,0.002107665],"genre_scores_gemma":[0.9971505,0.0002321059,0.00143262,0.00008278168,0.00003722143,0.000451824,0.0002844718,0.000005377065,0.0003232107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009215725,"threshold_uncertainty_score":0.048738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860507891752546,"score_gpt":0.4453877055186677,"score_spread":0.2593369163434131,"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."}}