{"id":"W2053625558","doi":"10.1108/09526861211221482","title":"Application of Six Sigma methodology to a diagnostic imaging process","year":2012,"lang":"en","type":"article","venue":"International Journal of Health Care Quality Assurance","topic":"Radiology practices and education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"DMAIC; Six Sigma; Workflow; Root cause analysis; Patient safety; Pareto analysis; Medicine; Quality management; Operations management; Failure mode and effects analysis; Process (computing); Computer science; Design for Six Sigma; Process management; Health care; Pareto principle; Engineering; Reliability engineering; Management system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003160014,0.00007766308,0.0003601279,0.0001667513,0.00003550503,0.000006441449,0.0001755543,0.00004198604,0.00001666941],"category_scores_gemma":[0.005635546,0.00006887905,0.00007945318,0.0001202519,0.00003785213,0.0002795284,0.00001326813,0.000204245,0.00000638552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469021,"about_ca_system_score_gemma":0.0004587067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002316405,"about_ca_topic_score_gemma":0.00001494521,"domain_scores_codex":[0.9979326,0.0004878638,0.0008810912,0.0001046533,0.0004111194,0.0001827169],"domain_scores_gemma":[0.9951675,0.001869994,0.00127107,0.0001257851,0.001400755,0.0001649027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005493611,0.0002947749,0.8524021,0.0004043971,0.0001281745,0.000003767927,0.01328035,0.000314229,0.001032359,0.0008993982,0.0008696759,0.1298214],"study_design_scores_gemma":[0.0007993,0.0002244722,0.9746334,0.0002664188,0.00004444308,0.0005694684,0.006493371,0.00003209632,0.001082036,0.0002404372,0.01552328,0.00009130605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369324,0.006865509,0.09320884,0.06034663,0.002155635,0.0002973583,0.00001240731,0.000009245796,0.0001720208],"genre_scores_gemma":[0.9811945,0.0001409055,0.01439448,0.003448818,0.000780029,0.00001354404,0.0000125222,0.000008240286,0.000006944217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442622,"threshold_uncertainty_score":0.6746682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08989635081275019,"score_gpt":0.523352092567306,"score_spread":0.4334557417545558,"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."}}