{"id":"W2035510741","doi":"10.3923/rjmsci.2011.43.51","title":"The Impact of Accreditation on Patient Safety and Quality of Care Indicators at King Abdulaziz University Hospital in Saudi Arabia","year":2011,"lang":"en","type":"article","venue":"Research Journal of Medical Sciences","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Accreditation; Hospital accreditation; Patient safety; University hospital; Quality (philosophy); Family medicine; Patient care; Nursing; Health care; Medical emergency; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02600829,0.00005032745,0.0002164242,0.0003180838,0.0007138674,0.000004121347,0.0004657687,0.0001040404,0.0001076423],"category_scores_gemma":[0.004495126,0.00002796116,0.00005945134,0.0006693787,0.001057512,0.0001252581,0.0002632511,0.0007601752,0.000001382763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004766845,"about_ca_system_score_gemma":0.001618198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007123298,"about_ca_topic_score_gemma":0.001908439,"domain_scores_codex":[0.9927177,0.003625273,0.0006962176,0.0001151674,0.002488055,0.0003575925],"domain_scores_gemma":[0.9958269,0.002887137,0.0005644168,0.0001018114,0.0003053429,0.0003144108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001341476,0.0002743912,0.7607648,0.0005088702,0.00004214243,0.00003020209,0.08283661,0.00001160779,0.0000251604,0.02589399,0.0007065847,0.1275642],"study_design_scores_gemma":[0.0005399291,0.002110185,0.9110771,0.0006948766,0.000001929592,4.213476e-7,0.0840857,0.00001714807,0.00002679307,0.0005900371,0.000821526,0.0000343009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934554,0.0002847406,0.00001863281,0.00430138,0.0001381003,0.0002512622,0.000007266342,0.00000150767,0.001541709],"genre_scores_gemma":[0.9980441,0.001843922,0.00004572573,0.00002009788,0.00003371239,5.833313e-7,3.997089e-7,0.000001551311,0.000009924794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503124,"threshold_uncertainty_score":0.9994884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3246264793557832,"score_gpt":0.5655640310921662,"score_spread":0.240937551736383,"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."}}