{"id":"W2031632210","doi":"10.6000/1929-6029.2014.03.02.6","title":"Adoption of Six Sigma’s DMAIC to Reduce Complications in IntraLase Surgeries","year":2014,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Six Sigma; Medicine; LASIK; DMAIC; Lean Six Sigma; Ishikawa diagram; Surgery; Operations management; Lean manufacturing; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004172205,0.0000648068,0.0002610675,0.0009114586,0.00001940305,0.00001541175,0.0002904332,0.00007177675,0.0004618077],"category_scores_gemma":[0.02645017,0.00005771703,0.00004318244,0.0004306286,0.0002405643,0.00006493127,0.00007720367,0.0006764655,0.00001403747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784507,"about_ca_system_score_gemma":0.0006272625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084771,"about_ca_topic_score_gemma":0.0003230753,"domain_scores_codex":[0.9965013,0.00020123,0.000798246,0.0001189569,0.002167696,0.0002125399],"domain_scores_gemma":[0.994938,0.003044895,0.0001311179,0.0001129126,0.001463875,0.0003092041],"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":[0.003563829,0.00237407,0.2484937,0.000180744,0.0001034511,0.001056527,0.001166024,0.0005805853,0.003204172,0.1036053,0.02435803,0.6113136],"study_design_scores_gemma":[0.003486146,0.0009374506,0.9279476,0.002128315,0.00001287218,0.0002657704,0.0008116768,0.006111427,0.0008646538,0.03460013,0.02267557,0.0001583664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446144,0.00008120623,0.03720345,0.01564141,0.0004169407,0.0001689348,0.00003978235,0.000003492713,0.001830363],"genre_scores_gemma":[0.9954123,0.0003582416,0.003685096,0.0003031463,0.0001477144,0.000007358424,0.00002584562,0.000007694799,0.00005259986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.679454,"threshold_uncertainty_score":0.9817504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07348602610557503,"score_gpt":0.4584557792607736,"score_spread":0.3849697531551986,"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."}}