{"id":"W1514692584","doi":"10.1108/tqm-01-2015-0017","title":"Application of the IEC80001 standard towards integration of a real time alarm communication and management system","year":2015,"lang":"en","type":"article","venue":"The TQM Journal","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Workflow; Computer science; Workgroup; Usability; Staffing; Risk analysis (engineering); Scope (computer science); Risk management; Process management; Engineering management; Engineering; Business; Medicine","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":[0.001076121,0.00004285202,0.0001168762,0.00004329726,0.0000825578,0.000003878903,0.0001303208,0.00004802186,0.00000136501],"category_scores_gemma":[0.00002879107,0.00002259009,0.00002366157,0.0001044514,0.00008453956,0.00003057985,0.0000484376,0.0001948458,0.000001392876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033609,"about_ca_system_score_gemma":0.00005359721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008878111,"about_ca_topic_score_gemma":0.000005230479,"domain_scores_codex":[0.9993283,0.0001255019,0.0002380607,0.00004094396,0.0002072,0.00006000483],"domain_scores_gemma":[0.9992359,0.00002159949,0.0002303855,0.0002939128,0.0001830304,0.00003511615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001482831,0.0001694158,0.06737567,0.0007905579,0.0003181359,0.000004789419,0.01159851,0.00005116981,0.01070711,0.02463779,0.001985279,0.8808787],"study_design_scores_gemma":[0.01629371,0.005374519,0.7014724,0.0121837,0.002245086,0.003077597,0.06236704,0.02086264,0.1412751,0.01533412,0.01886406,0.0006500342],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899179,0.0003349822,0.002393397,0.003065267,0.00008682363,0.0004156114,0.000003025995,0.00002308966,0.003759895],"genre_scores_gemma":[0.9983701,0.0003301194,0.001170042,0.0000137915,0.00003794043,0.000007481583,0.000001961398,0.00000410454,0.0000644543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8802287,"threshold_uncertainty_score":0.09211973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04063029359827436,"score_gpt":0.3280818293846816,"score_spread":0.2874515357864073,"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."}}