{"id":"W2625506578","doi":"10.1097/jce.0000000000000231","title":"Clinical/Biomedical Quality Management System","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Engineering","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara Health System","funders":"","keywords":"Clinical engineering; Quality (philosophy); Quality management system; Audit; Engineering management; Quality assurance; Computer science; Consistency (knowledge bases); Process management; Process (computing); Health care; Service (business); Quality management; Management system; Operations management; Engineering; Business","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":[0.01188708,0.0008084386,0.0009579193,0.005255689,0.001954234,0.008196263,0.00281941,0.001660194,0.0608087],"category_scores_gemma":[0.02283568,0.0003889635,0.0007575831,0.005157125,0.0006494574,0.002840305,0.003886795,0.001744903,0.04019005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232162,"about_ca_system_score_gemma":0.008837948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005620159,"about_ca_topic_score_gemma":0.001815991,"domain_scores_codex":[0.9885643,0.002316816,0.002325784,0.00173837,0.004441672,0.000613055],"domain_scores_gemma":[0.9781632,0.003095123,0.002410118,0.00328138,0.01144119,0.001608992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006278913,0.000492041,0.01108817,0.00154927,0.0001379003,0.0003456427,0.0005746768,0.002412301,0.003257446,0.03415735,0.4291819,0.5161754],"study_design_scores_gemma":[0.0003327274,0.0003531555,0.01083669,0.0006599496,0.00009567,0.0004469645,0.0002078239,0.01230521,0.005110891,0.01203161,0.9574888,0.000130517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01803958,0.009150745,0.3128995,0.0279348,0.004530591,0.01151877,0.06625524,0.1062671,0.4434037],"genre_scores_gemma":[0.3108222,0.01007698,0.305894,0.0253606,0.006526571,0.01024843,0.1456911,0.006965936,0.1784142],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0608087,"threshold_uncertainty_score":0.2034254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4121547630395136,"score_gpt":0.6430456067691983,"score_spread":0.2308908437296847,"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."}}