{"id":"W2328712653","doi":"10.5963/ber0301001","title":"Synchronization of Medical Data in a Mobile Provisioning Environment: mHealth Use Case","year":2014,"lang":"en","type":"article","venue":"Biomedical Engineering Research","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Provisioning; Synchronization (alternating current); mHealth; Computer science; Data synchronization; Computer network; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003811213,0.0001082694,0.0001827732,0.0005224109,0.00006894932,0.00007122781,0.001922586,0.0001540296,0.00003882336],"category_scores_gemma":[0.0005548486,0.00009214379,0.00001770929,0.001137806,0.00009543613,0.0003392533,0.001828125,0.0005291681,0.00001582968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005896886,"about_ca_system_score_gemma":0.0001770561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008435218,"about_ca_topic_score_gemma":0.00005559094,"domain_scores_codex":[0.9965797,0.0001904157,0.0003609832,0.0005046259,0.001877551,0.0004867291],"domain_scores_gemma":[0.9974848,0.0009544604,0.00003908137,0.001116131,0.00004389188,0.0003616087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003184219,0.001155912,0.002169377,0.002233843,0.00005399807,0.002114638,0.005300275,0.01273419,0.002302752,0.0217044,0.0003655721,0.9498332],"study_design_scores_gemma":[0.0003592816,0.0001632211,0.0005168575,0.0002071055,0.000001382258,0.0001392433,0.000039783,0.9748519,0.00009900221,0.00004812156,0.02348422,0.00008987112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2147536,0.0004084797,0.7829925,0.001225875,0.0001759271,0.0003169363,0.000009484941,0.00009335752,0.00002390094],"genre_scores_gemma":[0.9855734,0.0001137001,0.01404074,0.00005536995,0.0001274608,0.00002593101,0.00004433867,0.00001384924,0.000005196274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9621177,"threshold_uncertainty_score":0.3757515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003306639550214,"score_gpt":0.337147317634349,"score_spread":0.2971142512388469,"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."}}