{"id":"W1595347198","doi":"10.1109/icact.2015.7224818","title":"Security middleware infrastructure for medical imaging system integration","year":2015,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"McMaster University","keywords":"Computer science; Middleware (distributed applications); Computer security; Access control; Authentication (law); The Internet; Vulnerability (computing); Security service; World Wide Web; Information security; Database","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007073776,0.00005749003,0.0000982132,0.00002631482,0.0002028828,0.00009376625,0.0001933603,0.00008131909,0.0001304178],"category_scores_gemma":[0.0006693776,0.00004177791,0.0000381173,0.00009100696,0.00008259391,0.0002580766,0.00002404439,0.00007856396,0.00001319851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118415,"about_ca_system_score_gemma":0.0002958658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913644,"about_ca_topic_score_gemma":0.003609867,"domain_scores_codex":[0.9991089,0.00006924239,0.0001263325,0.0001196375,0.000406386,0.0001694764],"domain_scores_gemma":[0.999393,0.00007117502,0.00004073371,0.00006740393,0.0002151253,0.0002125206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003511766,0.0000184057,0.01546623,0.00003254014,0.00001462596,0.000006775766,0.01460764,0.000005264602,0.0000032054,0.8522168,0.03788031,0.07971311],"study_design_scores_gemma":[0.003795432,0.00005533448,0.003033652,0.0001965894,0.00007230577,0.00001480098,0.3356924,0.1108894,0.0001197711,0.09359017,0.4519105,0.0006296212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05161884,0.0006985153,0.2894032,0.02158658,0.003874035,0.001358661,0.00003330382,0.0009769612,0.6304499],"genre_scores_gemma":[0.9983937,0.000002097109,0.0003151359,0.000282817,0.0006561897,0.00002229249,0.00000823142,0.000004259598,0.000315268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9467749,"threshold_uncertainty_score":0.289287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547654603207508,"score_gpt":0.3096150756119261,"score_spread":0.294138529579851,"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."}}