{"id":"W2610687103","doi":"","title":"Alarm Management Systems – Are You and Your Hospital Ready?","year":2016,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pager; Patient safety; Phone; Medical emergency; ALARM; Remote patient monitoring; Accreditation; Computer security; Health care; Medicine; Computer science; Telecommunications; Nursing; Engineering","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":[0.009237358,0.0006222243,0.0003411797,0.00114056,0.003661067,0.01348381,0.001572645,0.01006486,0.03168925],"category_scores_gemma":[0.01871516,0.0003418666,0.0004473982,0.001264702,0.003318293,0.01231151,0.003573445,0.008118278,0.02137118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004836474,"about_ca_system_score_gemma":0.01112518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008470492,"about_ca_topic_score_gemma":0.01133846,"domain_scores_codex":[0.9862748,0.00384525,0.0007970473,0.0008874711,0.006139561,0.00205594],"domain_scores_gemma":[0.9797947,0.003132615,0.001258067,0.0009253018,0.00981477,0.005074636],"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":[0.000008571209,0.00003565035,0.0005728053,0.0001071419,0.000003553987,0.00009879426,0.0004706702,0.00004764416,0.0001821247,0.02682908,0.8999277,0.07171621],"study_design_scores_gemma":[0.000001771573,0.00001397925,0.0004995452,0.00018199,0.000001713354,0.0001060739,0.0009043827,0.0000261693,0.00008019539,0.002979056,0.9951956,0.000009562419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007797356,0.0132124,0.002444527,0.8580242,0.0179221,0.00003367847,0.0001393485,0.0004387947,0.1070052],"genre_scores_gemma":[0.04838787,0.05706384,0.01118672,0.4581295,0.02665368,0.0001136873,0.0005815576,0.000587412,0.3972957],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03168925,"threshold_uncertainty_score":0.1060112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877147478990214,"score_gpt":0.2848597804947657,"score_spread":0.2560883057048635,"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."}}