{"id":"W4205649270","doi":"10.2196/32104","title":"User Control of Personal mHealth Data Using a Mobile Blockchain App: Design Science Perspective","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Health Insurance Portability and Accountability Act; Computer science; Android (operating system); Blockchain; Information privacy; Software portability; Computer security; Health care; World Wide Web; Internet privacy; Confidentiality; Operating system","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":[0.002398116,0.0002041286,0.0004394413,0.0002802765,0.0008615257,0.00006810097,0.001332794,0.0001534993,0.00000783169],"category_scores_gemma":[0.0001194549,0.0001997489,0.0000359384,0.001645028,0.0006567092,0.0002491561,0.0006126763,0.0004438565,0.000002894805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562521,"about_ca_system_score_gemma":0.004444829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003801228,"about_ca_topic_score_gemma":0.00004084095,"domain_scores_codex":[0.9968296,0.0002474156,0.0004942821,0.00118085,0.0004656849,0.000782217],"domain_scores_gemma":[0.9969681,0.0002203227,0.0003376542,0.001473445,0.0005287674,0.0004717275],"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":[0.0001936973,0.002086759,0.004417015,0.001415152,0.00007954393,0.00005589812,0.01693442,0.0004158668,0.00289614,0.8782673,0.00113836,0.09209977],"study_design_scores_gemma":[0.001968721,0.0005537219,0.005802386,0.00008121628,0.00005784628,0.0002389934,0.003190239,0.9749864,0.0007876166,0.01026467,0.00164517,0.0004230384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3322246,0.007940626,0.6524366,0.005741135,0.0001613056,0.001105596,0.00009835988,0.0002073784,0.00008447433],"genre_scores_gemma":[0.933522,0.0003775146,0.06474893,0.001183653,0.00006457802,0.00007170797,0.000004232889,0.00001160057,0.00001572126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9745705,"threshold_uncertainty_score":0.8145522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06467504716750311,"score_gpt":0.371530896995838,"score_spread":0.3068558498283349,"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."}}