{"id":"W4321782705","doi":"10.2196/41191","title":"Reliable Internet of Things for Health Care Technologies","year":2023,"lang":"en","type":"article","venue":"Iproceedings","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Computer science; Network packet; Wireless; Wireless sensor network; Packet loss; Computer security; Computer network; Telecommunications; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003128024,0.00009903499,0.0001838577,0.0002067414,0.0001177985,0.00007741115,0.0008321252,0.00006621412,2.207801e-7],"category_scores_gemma":[0.000116971,0.00009178137,0.00005954539,0.0007157137,0.00003540548,0.0003635309,0.0004650909,0.0001018727,0.00001999849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004971602,"about_ca_system_score_gemma":0.00005993894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005381479,"about_ca_topic_score_gemma":2.156506e-7,"domain_scores_codex":[0.9989648,0.000001768917,0.0002245001,0.0002944812,0.0001512733,0.000363142],"domain_scores_gemma":[0.9994506,0.00004699254,0.0001383407,0.0001603258,0.0001739612,0.00002980605],"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":[0.0000135794,0.00002248789,0.001775819,0.001016969,0.000023148,0.000002252082,0.05619743,0.000005573221,0.001467437,0.03311237,0.6776676,0.2286954],"study_design_scores_gemma":[0.001341921,0.001540498,0.001042181,0.001071329,0.00001390782,0.00002603043,0.009818008,0.1717054,0.1252503,0.04911064,0.6381124,0.0009673996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4242444,0.003265162,0.4597139,0.0471947,0.02485754,0.002218961,0.00000245541,0.01898946,0.01951343],"genre_scores_gemma":[0.8811733,0.00004685659,0.1163436,0.000868744,0.0004295567,0.00004942331,0.000006522438,0.00003168147,0.001050417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4569288,"threshold_uncertainty_score":0.3742736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104883356627995,"score_gpt":0.2830398984563106,"score_spread":0.2619910648900307,"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."}}