{"id":"W2952380112","doi":"10.1109/tsp.2019.8769060","title":"Optimized Blockchain Model for Internet of Things based Healthcare Applications","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Blockchain; Cryptocurrency; Internet of Things; Computer security; Ledger; Key (lock); Computer science; Health care; The Internet; Distributed ledger; Internet privacy; Business; World Wide Web; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007048603,0.0003097635,0.0004459156,0.000307021,0.0005898918,0.0015891,0.0008243811,0.0009159309,0.01055346],"category_scores_gemma":[0.001498535,0.0001997529,0.0003717987,0.0005291281,0.0005987806,0.00218453,0.00116883,0.0008790679,0.001207636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008416324,"about_ca_system_score_gemma":0.001265454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0030319,"about_ca_topic_score_gemma":0.003754318,"domain_scores_codex":[0.9994001,0.0002092469,0.00003626013,0.0000760199,0.0001872039,0.00009124476],"domain_scores_gemma":[0.9994702,0.0002063207,0.00004265719,0.00008806625,0.0001226625,0.0000700436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003132002,0.00009553697,0.0005206945,0.0001017695,0.00002892861,0.0004789831,0.0001315158,0.6470086,0.004547162,0.3167921,0.003603056,0.02637849],"study_design_scores_gemma":[0.00004192178,0.0000516603,0.0000891006,0.00001252096,0.000009079658,0.00005751516,0.00002621495,0.9086594,0.0006661189,0.08593837,0.004439336,0.00000882478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09204395,0.0007348976,0.8422555,0.002160375,0.0001923987,0.0003426746,0.0007194823,0.0004721938,0.06107848],"genre_scores_gemma":[0.9442211,0.0005028442,0.03684713,0.00009062671,0.0000416957,0.0001900011,0.0002878823,0.00005919545,0.01775956],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01055346,"threshold_uncertainty_score":0.03530478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541821183299489,"score_gpt":0.2790794697633751,"score_spread":0.2536612579303801,"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."}}