{"id":"W4319450772","doi":"10.22214/ijraset.2023.48500","title":"Healthcare Monitoring System for Remote Areas","year":2023,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Gadget; Remote patient monitoring; Computer science; Node (physics); Telemedicine; Medical emergency; Health care; Work (physics); Medicine; Real-time computing; Engineering; Nursing","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":[0.008182256,0.00009659024,0.0001711499,0.002865802,0.001193468,0.00005768983,0.0009052121,0.0002046478,0.000001464061],"category_scores_gemma":[0.002335559,0.00009227551,0.00002511792,0.001805513,0.0002335476,0.0001151237,0.0003022301,0.00116505,0.00002886094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469245,"about_ca_system_score_gemma":0.0007336173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290612,"about_ca_topic_score_gemma":0.0000454002,"domain_scores_codex":[0.9972436,0.00003019047,0.0005095041,0.0003326097,0.0007935928,0.001090439],"domain_scores_gemma":[0.9968786,0.001006422,0.00008485666,0.0001750531,0.001668429,0.0001866556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004117563,0.00002937918,0.02197912,0.001470628,0.00004222331,0.0001039019,0.002938624,0.002457392,0.06309191,0.5576383,0.00138185,0.3484549],"study_design_scores_gemma":[0.001992613,0.000615315,0.004808214,0.005475246,0.00000722903,0.0002148932,0.08733528,0.5836126,0.0242471,0.2087737,0.08218991,0.0007278212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291755,0.0002788285,0.01176868,0.04505243,0.009453095,0.003054018,0.00003817396,0.0007130171,0.0004662522],"genre_scores_gemma":[0.994516,0.0001713922,0.00405355,0.00002546859,0.0006869017,0.0004662257,0.000002126019,0.00002271079,0.00005559675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5811552,"threshold_uncertainty_score":0.9179312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3270415460453178,"score_gpt":0.5761747520218533,"score_spread":0.2491332059765355,"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."}}