{"id":"W4382991998","doi":"10.52388/1812-2566.2022.2(97).12","title":"Study on quality management within the hospital unit in the city of Novaci","year":2023,"lang":"en","type":"article","venue":"Moldoscopie","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Quality (philosophy); Quality assurance; Six Sigma; Quality management; Conformity; Business; Quality policy; Process management; Quality audit; Operations management; Unit (ring theory); Service quality; Product (mathematics); Order (exchange); Service (business); Health care; Risk analysis (engineering); Computer science; Marketing; Engineering; Psychology; Lean manufacturing","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":[0.008825104,0.0001420587,0.0002541183,0.0001352745,0.0004995979,0.000009835817,0.0005722056,0.000077308,0.0000642977],"category_scores_gemma":[0.0002175778,0.00008111044,0.00004869006,0.00100052,0.00006431597,0.00004259052,0.0003069919,0.0006460112,0.0003446596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006341654,"about_ca_system_score_gemma":0.00007461946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003203336,"about_ca_topic_score_gemma":0.00338629,"domain_scores_codex":[0.9950819,0.002753584,0.0008193394,0.0002832014,0.0006377738,0.0004241901],"domain_scores_gemma":[0.9977893,0.0009090101,0.0002543725,0.0009475758,0.00005415121,0.00004555095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113373,0.001487653,0.6516278,0.001032147,0.0001303498,0.00008996819,0.1481275,0.00004351832,0.000004657805,0.1851973,0.01042056,0.001727086],"study_design_scores_gemma":[0.0007164141,0.0002689683,0.7922245,0.0001272108,0.00001384375,3.100913e-8,0.2009931,0.000005002092,0.00000342572,0.001995811,0.003577391,0.00007430337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604549,0.00001126357,0.00002044856,0.02240007,0.0007334285,0.003711364,0.0000160842,0.00008008667,0.01257232],"genre_scores_gemma":[0.9936076,0.00001496676,0.00002393958,0.003847562,0.00006735292,0.0006000235,0.00001085562,0.00001286316,0.001814839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832015,"threshold_uncertainty_score":0.4842507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3476878889943342,"score_gpt":0.5454469039365485,"score_spread":0.1977590149422143,"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."}}