{"id":"W4250220078","doi":"10.1109/les.2014.2325995","title":"IEEE Embedded Systems Letters publication information","year":2014,"lang":"en","type":"article","venue":"IEEE Embedded Systems Letters","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association; University of Waterloo","funders":"Institute of Electrical and Electronics Engineers","keywords":"Computer science; Information retrieval; World Wide Web","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009707831,0.0009177838,0.0009063239,0.001455434,0.001184183,0.004343555,0.0007343601,0.002860957,0.2990218],"category_scores_gemma":[0.003069376,0.0004059712,0.0004356688,0.0008620857,0.0005346669,0.002246236,0.001055679,0.002405078,0.1651019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006796,"about_ca_system_score_gemma":0.001211984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008463822,"about_ca_topic_score_gemma":0.001802599,"domain_scores_codex":[0.9988844,0.0001221477,0.00006027896,0.0001196683,0.0006886269,0.0001249607],"domain_scores_gemma":[0.9971759,0.0004113087,0.0001021935,0.0002579479,0.001784456,0.0002681479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001857749,0.0001440542,0.0002997519,0.0001745514,0.00001847901,0.0001194415,0.00004009072,0.0006076269,0.002895386,0.005406217,0.8561877,0.1339208],"study_design_scores_gemma":[0.00005443827,0.000175402,0.0008077715,0.0001125648,0.00002214193,0.0001468497,0.00004689043,0.005619706,0.004212744,0.004169943,0.9846047,0.00002696625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007574876,0.006016666,0.04852313,0.04242891,0.09456787,0.0004541126,0.002635355,0.005520521,0.7922785],"genre_scores_gemma":[0.0222971,0.002412591,0.002883696,0.002978313,0.009038084,0.00009118961,0.001643166,0.0006259676,0.9580299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7009782,"threshold_uncertainty_score":0.9998603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005076170454534433,"score_gpt":0.1804606672049287,"score_spread":0.1753844967503943,"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."}}