{"id":"W4246474834","doi":"10.1109/jbhi.2021.3098138","title":"IEEE Journal of Biomedical and Health Informatics","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Biomedical and Health Informatics","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"ExxonMobil Research and Engineering Company; University of Illinois at Urbana-Champaign; Mansoura University; Chiba University; National Cheng Kung University; RWTH Aachen University; Chinese University of Hong Kong; Oak Ridge National Laboratory; Washington State University; Imperial College London; Università di Catania; University of Waterloo; Shanghai Jiao Tong University; Universidad Politécnica de Madrid; Universidade de Coimbra; Universität Passau; University of Crete; KU Leuven; Università degli Studi di Padova; University of Bristol; University of Leeds; Fudan University; University of Warwick; Southwest University; Oklahoma State University; Aberystwyth University; Università di Pisa; Georgia Institute of Technology; Tencent; University of Cyprus; University of Central Arkansas; Radboud Universiteit; Radboud Universitair Medisch Centrum; Nvidia; Clemson University","keywords":"Health informatics; Computer science; Informatics; Translational research informatics; Data science; Health Administration Informatics; Medicine; Engineering; Public health; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001754839,0.0005839936,0.0007430501,0.001901159,0.000822044,0.003181897,0.0007638337,0.0008884096,0.03594372],"category_scores_gemma":[0.003446198,0.0001901791,0.0003437588,0.001640427,0.0009389973,0.001864995,0.001249802,0.001582615,0.01106411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00054691,"about_ca_system_score_gemma":0.001402005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062742,"about_ca_topic_score_gemma":0.001443337,"domain_scores_codex":[0.9991097,0.0002247583,0.0000833779,0.0001203348,0.0004085004,0.00005332854],"domain_scores_gemma":[0.9969501,0.0007130532,0.0001302345,0.000352523,0.00150611,0.0003479385],"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":[0.00007823823,0.0001575535,0.001318539,0.0005648592,0.00006819044,0.0001508778,0.0001477013,0.00120105,0.003671288,0.03723962,0.24807,0.7073321],"study_design_scores_gemma":[0.00001417553,0.00009755677,0.00324792,0.0002885336,0.00007736431,0.0005432343,0.0002612677,0.0132124,0.001782357,0.03333985,0.9471051,0.00003039464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01743506,0.1268074,0.3542552,0.03919877,0.08540346,0.0003995772,0.001103535,0.002916024,0.372481],"genre_scores_gemma":[0.1976222,0.1013437,0.1167582,0.006398193,0.03048914,0.000367999,0.002861402,0.0005973541,0.5435618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9640563,"threshold_uncertainty_score":0.1202437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680208865437939,"score_gpt":0.2892851736640009,"score_spread":0.2624830850096215,"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."}}