{"id":"W2079192550","doi":"10.1002/qaj.335","title":"The role and function of quality assurance officers in Ontario hospitals","year":2005,"lang":"en","type":"article","venue":"The Quality Assurance Journal","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Quality assurance; Accreditation; Certification; Quality management; Quality (philosophy); Quality audit; Total quality management; Quality management system; Quality policy; Business; Operations management; Nursing; Medicine; Medical education; Audit; Management; Engineering; Management system; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002170646,0.0002074356,0.0001558899,0.0009623757,0.00405907,0.001741411,0.0006607462,0.00046187,0.004350869],"category_scores_gemma":[0.008711672,0.0003000975,0.0001351491,0.0009497377,0.001567631,0.0003516129,0.001557256,0.0004846308,0.000490454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01948915,"about_ca_system_score_gemma":0.02718088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6139461,"about_ca_topic_score_gemma":0.7697805,"domain_scores_codex":[0.9963107,0.0008844462,0.000104458,0.0001542371,0.0008737937,0.001672325],"domain_scores_gemma":[0.9821973,0.001474995,0.003504106,0.0002407123,0.003110507,0.009472372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003222383,0.0001552216,0.9092869,0.0001451967,0.00002269073,0.0004777822,0.0238582,0.0002493111,0.001468434,0.0008375636,0.01348486,0.04969173],"study_design_scores_gemma":[0.00001808755,0.0001492331,0.9526224,0.0001039129,0.000007372566,0.0001564253,0.0273276,0.0002118928,0.0001318843,0.00008960484,0.01915946,0.00002212174],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868959,0.0006989978,0.0001329012,0.003361776,0.00008685038,0.00003627091,0.0001488598,0.00001776921,0.008620674],"genre_scores_gemma":[0.994752,0.0004599637,0.0001176947,0.0004067125,0.00002550885,0.00001418282,0.00008696277,0.000005154849,0.004131856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6139461,"threshold_uncertainty_score":0.7766548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08221749296632681,"score_gpt":0.4343389915915168,"score_spread":0.35212149862519,"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."}}