{"id":"W3161970434","doi":"10.1016/j.imu.2021.100588","title":"IoT based wearable device to monitor the signs of quarantined remote patients of COVID-19","year":2021,"lang":"en","type":"article","venue":"Informatics in Medicine Unlocked","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Wearable computer; Computer science; Android (operating system); Cloud computing; Global Positioning System; Mobile device; Wearable technology; Embedded system; Application layer; Real-time computing; World Wide Web; Operating system","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001353277,0.0002347872,0.0008292561,0.0004732028,0.00006894304,0.000007851984,0.0003192043,0.0001322614,0.0001889924],"category_scores_gemma":[0.01304108,0.0001668146,0.0001011006,0.001643588,0.0002409863,0.00005660542,0.0001094398,0.0003361734,0.00001780818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493305,"about_ca_system_score_gemma":0.0009965223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006455,"about_ca_topic_score_gemma":0.0001019546,"domain_scores_codex":[0.9966843,0.0001413242,0.001610379,0.0001738634,0.001045771,0.0003443493],"domain_scores_gemma":[0.9954976,0.002011743,0.0005118938,0.0009004973,0.0007813064,0.0002970042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006131934,0.006098051,0.2463674,0.04622284,0.001099781,0.0003803101,0.2314655,0.07781653,0.05911989,0.0007763552,0.2468292,0.07769216],"study_design_scores_gemma":[0.07442041,0.008481009,0.07513196,0.02959783,0.001738912,0.00006579883,0.03790549,0.2249215,0.2289516,0.0007360139,0.3162948,0.001754636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383076,0.0001970756,0.005517391,0.05349815,0.0004078724,0.001243028,0.00002368855,0.00005575742,0.00074942],"genre_scores_gemma":[0.9321609,0.00004736849,0.01033432,0.05715819,0.00009618258,0.00001567514,0.00004853133,0.00002825327,0.0001106104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1935601,"threshold_uncertainty_score":0.9952725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043609492800243,"score_gpt":0.3571376062982099,"score_spread":0.3135281134979669,"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."}}