{"id":"W2888469032","doi":"10.1093/intqhc/mzy189","title":"An international systems-theoretic comparison of hospital accreditation: developing an implementation typology","year":2018,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan; National Science Council; Ministry of Science and Technology","keywords":"Accreditation; Typology; Hospital accreditation; Quality (philosophy); Health care; Quality management; Process management; Healthcare system; Quality management system; Medicine; Medical education; Business; Operations management; Political science; Engineering; Management system; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04011631,0.0005582713,0.0004754535,0.01417022,0.002361513,0.006995851,0.001355452,0.001005576,0.00306107],"category_scores_gemma":[0.06474382,0.0002687715,0.0008590058,0.01110985,0.01141778,0.01044261,0.005407205,0.001478647,0.0001452836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01363642,"about_ca_system_score_gemma":0.009625345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401043,"about_ca_topic_score_gemma":0.002362298,"domain_scores_codex":[0.9631976,0.02585682,0.002908933,0.001376882,0.005519448,0.001140166],"domain_scores_gemma":[0.9359292,0.04162721,0.00678797,0.004469818,0.01017782,0.001007966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001529723,0.000330365,0.1247942,0.001249165,0.0001499086,0.0001830714,0.1255438,0.004591537,0.0008943927,0.6216919,0.002520795,0.1178978],"study_design_scores_gemma":[0.0001248003,0.0008556875,0.1485183,0.002620331,0.0001313317,0.0004827882,0.50764,0.02465472,0.001998108,0.2581719,0.05467409,0.0001278943],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6524619,0.002841747,0.1816799,0.009337576,0.0004575973,0.002470906,0.0004384413,0.0001240454,0.1501878],"genre_scores_gemma":[0.9678292,0.000420649,0.0293167,0.0002418201,0.00002331262,0.001199319,0.000198694,0.00002167046,0.0007486535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04011631,"threshold_uncertainty_score":0.2121578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2257786804264726,"score_gpt":0.6538677177974144,"score_spread":0.4280890373709418,"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."}}