{"id":"W4409804261","doi":"10.1016/j.healun.2025.02.729","title":"Feasibility of Remote Physiologic Monitoring for Pediatric Heart Failure and Transplant Patients","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Heart failure; Medicine; Intensive care medicine; Cardiology","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":[0.0007868227,0.0003211722,0.0003098932,0.0003189548,0.0002940483,0.0005028797,0.0002151682,0.000331815,0.002114032],"category_scores_gemma":[0.002652757,0.0001182633,0.0003267129,0.0001446545,0.0002787125,0.0006665486,0.0004105103,0.0007187469,0.0001903055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084663,"about_ca_system_score_gemma":0.0005026919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004269842,"about_ca_topic_score_gemma":0.0005250503,"domain_scores_codex":[0.9995474,0.0001787265,0.0000266062,0.00008488485,0.00007979124,0.00008252862],"domain_scores_gemma":[0.9986499,0.0007338708,0.0002277129,0.00006739176,0.00008483921,0.0002362342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002537234,0.0004404488,0.9214577,0.0001084894,0.00004145017,0.002660536,0.0003227228,0.0004686485,0.01250612,0.0003876482,0.0003896606,0.05867947],"study_design_scores_gemma":[0.0001350255,0.005525854,0.9686176,0.00006164168,0.0001401866,0.00858872,0.0009428758,0.003930036,0.01028785,0.0002973575,0.001444575,0.00002823653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966959,0.0004665415,0.001419555,0.0001473369,0.00002764432,0.00002607162,0.00006434574,0.00002154988,0.001131145],"genre_scores_gemma":[0.9986544,0.0001744279,0.0009221027,0.0000316069,0.00004057261,0.00002223669,0.00005937405,0.000004616844,0.00009076138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002114032,"threshold_uncertainty_score":0.007072151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115568724720098,"score_gpt":0.2538327181846228,"score_spread":0.242275845712613,"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."}}