{"id":"W4311676577","doi":"10.2196/39765","title":"Implementation of a Hardware-Assisted Bluetooth-Based COVID-19 Tracking Device in a High School: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Fogarty International Center; National Heart, Lung, and Blood Institute","keywords":"Bluetooth; Contact tracing; Habit; Tracing; Computer science; Focus group; Coronavirus disease 2019 (COVID-19); Tracking (education); Mobile device; Medicine; Psychology; Operating system; Wireless; Infectious disease (medical specialty); Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01937841,0.000811782,0.001288607,0.001530344,0.002490946,0.002599863,0.001874822,0.001669112,0.001837925],"category_scores_gemma":[0.02404441,0.001081738,0.001297882,0.001103989,0.001446189,0.001861768,0.002247656,0.001168938,0.0005233493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554964,"about_ca_system_score_gemma":0.004663203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00624057,"about_ca_topic_score_gemma":0.0110849,"domain_scores_codex":[0.9813915,0.01247217,0.001414257,0.001578418,0.001813243,0.001330291],"domain_scores_gemma":[0.983228,0.007534896,0.002630629,0.001689787,0.003237128,0.001679596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001637922,0.03584837,0.7254043,0.001704797,0.0005903951,0.001403318,0.1354611,0.0004453787,0.003521279,0.0007167174,0.0009618002,0.09230469],"study_design_scores_gemma":[0.0007639684,0.07666738,0.6486794,0.00186341,0.0008984672,0.001054862,0.2531871,0.003898579,0.0041296,0.0007233019,0.00783709,0.0002967884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972063,0.0001112966,0.001136075,0.00006815989,0.00000837484,0.001080132,0.00005644691,0.000009206123,0.0003240421],"genre_scores_gemma":[0.9898424,0.0003106781,0.00613844,0.0004468916,0.00002070051,0.002477472,0.0001196946,0.00001509449,0.0006286736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937841,"threshold_uncertainty_score":0.102484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684046914281186,"score_gpt":0.5254555781053173,"score_spread":0.3570508866771988,"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."}}