{"id":"W1567254765","doi":"10.1108/14777271011035040","title":"A quality management system application to investigate and troubleshoot process failures","year":2010,"lang":"en","type":"article","venue":"Clinical Governance An International Journal","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Troubleshooting; Computer science; Process (computing); Reliability engineering; Quality (philosophy); Process management; Risk analysis (engineering); Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00439868,0.0001576958,0.0003206161,0.00005450054,0.0005542711,0.00006917107,0.0007459984,0.0002551044,0.00009184464],"category_scores_gemma":[0.0008789279,0.0001375091,0.00008973657,0.0001129466,0.0001241764,0.0004450272,0.000163665,0.001796666,0.0001782547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178377,"about_ca_system_score_gemma":0.0002801504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003069366,"about_ca_topic_score_gemma":0.001079021,"domain_scores_codex":[0.9961311,0.0006642533,0.001658399,0.0004256194,0.0007695131,0.0003511622],"domain_scores_gemma":[0.9968342,0.0005054111,0.0009227075,0.0003569139,0.0007379134,0.000642882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006265137,0.0001897052,0.4791103,0.0003846179,0.0001098812,0.0000319118,0.001787731,0.00002682216,0.00008291369,0.4442366,0.00157477,0.07183824],"study_design_scores_gemma":[0.001453172,0.0001175014,0.8906429,0.000425588,0.00001601189,0.0000423104,0.003515305,0.0004609861,0.000006687693,0.007777283,0.09531996,0.0002222381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615657,0.0000254539,0.005160577,0.02484229,0.004210489,0.0006845984,0.00008914883,0.0000881661,0.003333538],"genre_scores_gemma":[0.9859254,0.0001887214,0.003850706,0.006609567,0.002878992,0.0001308856,0.00001614034,0.00001974937,0.0003797774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4364593,"threshold_uncertainty_score":0.7805718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389028690909568,"score_gpt":0.5706280040940401,"score_spread":0.4317251350030833,"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."}}