{"id":"W3104649846","doi":"10.46532/jmic.20200902","title":"An Evaluation of Wearable Technological Advancement in Medical Practices","year":2020,"lang":"en","type":"article","venue":"","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Wearable computer; Wearable technology; Obligation; Health technology; Health care; Process (computing); Medicine; Nursing; Computer science; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004026943,0.00004453806,0.00008019384,0.0000393726,0.000005324847,0.000003446612,0.00009628986,0.00006450639,0.0004870895],"category_scores_gemma":[0.0002321549,0.0000327114,0.00001441847,0.0004401068,0.00002190248,0.0001006568,0.000008086817,0.0001167836,0.000007043463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001235724,"about_ca_system_score_gemma":0.000015138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006290874,"about_ca_topic_score_gemma":0.00001622097,"domain_scores_codex":[0.9992545,0.00003019641,0.0001347905,0.00008881793,0.0003949676,0.00009678469],"domain_scores_gemma":[0.9998109,0.00002608407,0.00002592519,0.00005637864,0.00002648877,0.00005417195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003409432,0.0002724868,0.01119504,0.00007616985,0.0000237333,0.000007605447,0.00009032299,0.0112733,0.06218532,0.002090241,0.0001989218,0.9125528],"study_design_scores_gemma":[0.0004538041,0.0002536166,0.003108732,0.00001759735,0.00001195505,0.000001098676,0.00009729969,0.9516798,0.04203419,0.0006555094,0.001590732,0.0000956182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842337,0.001371883,0.004042843,0.002465917,0.00002157492,0.0001826935,5.45061e-7,0.0002481746,0.007432702],"genre_scores_gemma":[0.998567,0.0003042311,0.0009995856,0.00009450286,0.00001501279,0.00001421612,0.000001055238,0.000002949378,0.000001489331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9404066,"threshold_uncertainty_score":0.5333289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126226216104284,"score_gpt":0.3185870309421817,"score_spread":0.2773247687811388,"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."}}