{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003447845,0.0002518761,0.001004425,0.0004804211,0.0001650206,0.00009759484,0.0002536754,0.00026449,0.00002646249],"category_scores_gemma":[0.00008758762,0.0001944622,0.0001217818,0.0004688155,0.0003050053,0.0006013062,0.00005325569,0.001246048,0.000004151409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232694,"about_ca_system_score_gemma":0.00135615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000626038,"about_ca_topic_score_gemma":0.000006923157,"domain_scores_codex":[0.9937022,0.00006194045,0.004499497,0.00004903028,0.001077534,0.0006098304],"domain_scores_gemma":[0.9959956,0.0001535945,0.001741717,0.0001597449,0.0003331823,0.001616096],"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":[0.00007354836,0.0003480362,0.0007208546,0.01014156,0.0005297184,0.0001968705,0.0261074,0.001804388,0.00007990123,0.0002083773,0.3255902,0.6341991],"study_design_scores_gemma":[0.01286551,0.006566394,0.006017232,0.009347964,0.0002056871,0.03140268,0.01543979,0.3198382,0.0004387049,0.001259537,0.5953823,0.001236015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5358119,0.02235549,0.3990944,0.02937379,0.012185,0.0004822769,0.0001187018,0.0001173559,0.0004611241],"genre_scores_gemma":[0.7787639,0.09595577,0.1087878,0.01073624,0.005585552,0.000002976341,0.00003701893,0.00009102894,0.00003965854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6329631,"threshold_uncertainty_score":0.792994,"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."}}