{"id":"W4296078756","doi":"10.12927/hcq.2022.26890","title":"Is Your Organization “Accreditation Ready” Every Day?","year":2022,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Accreditation; Formality; Rigour; Quality management; Quality (philosophy); Health administration; Health care; Best practice; Set (abstract data type); Business; Public relations; Medicine; Nursing; Medical education; Management; Marketing; Political science; Computer science; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01651401,0.0002966634,0.0006330038,0.001593634,0.004904475,0.009710031,0.001279011,0.006204278,0.04556992],"category_scores_gemma":[0.0699895,0.0003164628,0.0005087958,0.001971607,0.005552484,0.007722135,0.002621644,0.0051701,0.02466826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004571724,"about_ca_system_score_gemma":0.0214497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164399,"about_ca_topic_score_gemma":0.02572552,"domain_scores_codex":[0.9845898,0.004717897,0.0008256614,0.0006504598,0.006339619,0.002876464],"domain_scores_gemma":[0.9078773,0.007010541,0.007819214,0.00236686,0.030149,0.04477713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002167374,0.00007492198,0.004390995,0.0001739147,0.0000109941,0.00009898525,0.0004562811,0.00002353421,0.0001358486,0.004145214,0.9131995,0.07726817],"study_design_scores_gemma":[0.00001668574,0.00006855723,0.009910952,0.001189487,0.0000128039,0.0003086696,0.005657224,0.00009310677,0.0002351044,0.004615465,0.9778206,0.00007124495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002637663,0.003326604,0.001123558,0.9392672,0.01285698,0.00005861745,0.0001376795,0.0003181238,0.04027357],"genre_scores_gemma":[0.1793599,0.02752535,0.009759941,0.5715873,0.02854104,0.0004821613,0.001230193,0.001047098,0.180467],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04556992,"threshold_uncertainty_score":0.1524466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223002686859186,"score_gpt":0.4447881413011141,"score_spread":0.3224878726151955,"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."}}