{"id":"W4402592572","doi":"10.1109/tsc.2024.3463431","title":"Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Services Computing","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Computer science; Cloud computing; Computer security; Internet privacy; Information privacy","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":[0.003462119,0.0004922366,0.001011611,0.0009674403,0.00181861,0.002907838,0.002388419,0.001817706,0.002463232],"category_scores_gemma":[0.007516515,0.000347414,0.0007699651,0.001717412,0.001221508,0.004725585,0.00614718,0.002305162,0.0007546979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219912,"about_ca_system_score_gemma":0.004628288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692815,"about_ca_topic_score_gemma":0.001145395,"domain_scores_codex":[0.9952042,0.001512157,0.0003596239,0.0006687435,0.001616882,0.000638436],"domain_scores_gemma":[0.9931703,0.00170374,0.00103845,0.002372604,0.001121177,0.0005937504],"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":[0.004211106,0.001230815,0.01258956,0.0008157244,0.0002542368,0.003357429,0.001948321,0.1060588,0.06748639,0.3329501,0.01799319,0.4511043],"study_design_scores_gemma":[0.0002161092,0.0002529145,0.001202583,0.00007614808,0.00009747682,0.001634551,0.0003368661,0.8680575,0.02516113,0.0899229,0.01294567,0.00009610058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06028184,0.0008809183,0.9283919,0.002247289,0.0001806773,0.0005810683,0.0002609429,0.001827916,0.005347513],"genre_scores_gemma":[0.8922915,0.0004331667,0.1039035,0.0004283361,0.0001169536,0.000167978,0.0002133401,0.00003982065,0.002405337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003462119,"threshold_uncertainty_score":0.01830965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068065296907247,"score_gpt":0.3745486295845845,"score_spread":0.2677420998938598,"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."}}