{"id":"W4378903729","doi":"10.1016/j.cjcpc.2023.05.007","title":"Textile-based Wearable to Monitor Heart Activity in Paediatric Population: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Tampa Bay Estuary Program","keywords":"Sitting; Heart rate; Medicine; Ambulatory; Body surface area; Population; Heart disease; Wearable computer; Body position; Heart rate monitor; Wearable technology; Physical therapy; Physical medicine and rehabilitation; Cardiology; Surgery; Internal medicine; Computer science; Blood pressure; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002059449,0.0002926835,0.0003162705,0.0006075325,0.0001423741,0.00009743063,0.0001167248,0.00004855769,0.00002076322],"category_scores_gemma":[0.0001110568,0.0003282595,0.00005672235,0.002151432,0.00001664234,0.0002855286,0.00009563538,0.0002205585,0.0003361718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205727,"about_ca_system_score_gemma":0.0000628314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002143442,"about_ca_topic_score_gemma":0.000044348,"domain_scores_codex":[0.9982827,0.0000820878,0.0002770339,0.0004386311,0.0003566946,0.0005628887],"domain_scores_gemma":[0.9987777,0.0002034478,0.00001985011,0.000295558,0.00004993327,0.0006534338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001810798,0.0002918085,0.9938591,0.0001163641,0.000009463679,0.00008858237,0.00005718517,0.002963352,0.000806389,9.145861e-7,0.0006894302,0.0009364069],"study_design_scores_gemma":[0.001007144,0.000426592,0.9962858,0.000009843728,0.00006780609,9.766941e-7,0.00009171197,0.001580066,0.00006906119,0.00004549501,0.00003566128,0.0003798341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967307,0.000928246,0.00003766437,0.00009269803,0.0006049225,0.0009780491,0.00006340308,0.0005156339,0.00004871632],"genre_scores_gemma":[0.9984145,0.0000287046,0.00005366199,0.00004296372,0.0009961495,0.0003192193,0.00001008688,0.00006493291,0.00006975247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002426784,"threshold_uncertainty_score":0.999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830799664609868,"score_gpt":0.2506567352249784,"score_spread":0.2323487385788798,"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."}}