{"id":"W1573272570","doi":"10.1109/iembs.1990.692137","title":"Pumpsim: A Software Package For Simulating Computer-controlled Drug Infusion Pumps","year":2005,"lang":"en","type":"article","venue":"","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Debugging; Computer science; Infusion pump; ALARM; Control (management); Software; Reliability engineering; Operating system; Engineering; Anesthesia; Medicine","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":[0.0008760719,0.001055909,0.0006581067,0.0005884865,0.0002657679,0.0005120721,0.002252278,0.0007919763,0.01753999],"category_scores_gemma":[0.003035103,0.0007539863,0.0006564144,0.0004083173,0.0002617023,0.00069529,0.0007063295,0.001345386,0.003571327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181718,"about_ca_system_score_gemma":0.0008867106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002138554,"about_ca_topic_score_gemma":0.001596104,"domain_scores_codex":[0.999584,0.00009198741,0.00005572188,0.00004406618,0.0001821172,0.00004212973],"domain_scores_gemma":[0.9987538,0.0007147297,0.00008277321,0.00008925081,0.0003003543,0.00005907326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001080693,0.0005532699,0.005986352,0.001720862,0.0002619758,0.0006347966,0.0006402911,0.5460857,0.05202067,0.01980084,0.09640069,0.2748138],"study_design_scores_gemma":[0.0003512708,0.0002491966,0.001440275,0.0000795737,0.00009373383,0.0003532566,0.00002648313,0.8512031,0.03804144,0.004119418,0.1039465,0.00009568653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01328853,0.0001679944,0.8761406,0.00009577037,0.0001408943,0.0004552725,0.003207478,0.1015271,0.00497632],"genre_scores_gemma":[0.1976774,0.000848096,0.7499159,0.0001940094,0.00009152199,0.003086722,0.01221205,0.02001443,0.01595987],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01753999,"threshold_uncertainty_score":0.05867708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005705801984748128,"score_gpt":0.2094837169426438,"score_spread":0.2037779149578957,"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."}}