{"id":"W4313017897","doi":"10.46532/ijaict-202108026","title":"An Evaluation of Wearable Technological Advancement in Medical Practices","year":2021,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF ADVANCED INFORMATION AND COMMUNICATION TECHNOLOGY","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"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":[0.0009591491,0.0000560657,0.0001230854,0.0004041396,0.00001861873,0.00001934984,0.0003589066,0.0001231315,0.00005249666],"category_scores_gemma":[0.001158206,0.00005283867,0.00002013458,0.0002470016,0.0001126468,0.00091871,0.00005785013,0.0002490403,0.000001397855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008354142,"about_ca_system_score_gemma":0.0001085578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.746575e-7,"about_ca_topic_score_gemma":0.000008483263,"domain_scores_codex":[0.9987021,0.00006311484,0.0006369505,0.0000395684,0.0004974643,0.00006081188],"domain_scores_gemma":[0.9978507,0.00007512426,0.0004805571,0.0001907814,0.001374497,0.00002832648],"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":[0.00002442252,0.0001322263,0.0009793878,0.00001766289,0.00003525585,0.000001901236,0.0003068477,0.08319228,0.003222013,0.03164822,0.000008672961,0.8804311],"study_design_scores_gemma":[0.00918245,0.0006305799,0.01212035,0.001144584,0.00007149058,0.0009064666,0.02443912,0.6773238,0.09223603,0.1163969,0.06502379,0.0005243981],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493322,0.006495173,0.03041468,0.01139559,0.0003122088,0.0001810671,0.000005224502,0.00007339253,0.001790444],"genre_scores_gemma":[0.9705387,0.008715632,0.02065794,0.00005877461,0.000004501946,0.000009120154,0.00001085034,0.000002993662,0.000001428878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8799067,"threshold_uncertainty_score":0.2154698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286496523464625,"score_gpt":0.3290160472042006,"score_spread":0.3161510819695543,"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."}}