{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002604306,0.0002376695,0.0003617697,0.0002794436,0.003565563,0.00002197143,0.0003332169,0.0001974136,0.00351203],"category_scores_gemma":[0.0001297097,0.0002685706,0.00006282712,0.0009985906,0.00003017208,0.000305526,0.0001148036,0.001194784,0.001221118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065269,"about_ca_system_score_gemma":0.001536985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006427541,"about_ca_topic_score_gemma":0.0007148618,"domain_scores_codex":[0.9929889,0.00351896,0.001126722,0.0006054499,0.0008580429,0.0009019368],"domain_scores_gemma":[0.9975195,0.000352987,0.0004906632,0.0007076091,0.000582332,0.0003469391],"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":[0.0001469077,0.0002999,0.02870571,0.002568211,0.00007373557,0.00005269246,0.2659544,0.0000124334,0.000121791,0.08971114,0.4718836,0.1404694],"study_design_scores_gemma":[0.00117405,0.001640163,0.06485799,0.0001179393,0.00003180059,0.000008521713,0.2098016,0.000131479,0.000007784719,0.005261045,0.7164681,0.0004995241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4816553,0.0009209183,0.007753301,0.4726783,0.01603669,0.007530911,0.00134037,0.002047504,0.01003675],"genre_scores_gemma":[0.9464695,0.00005070082,0.0003068561,0.04510009,0.0009772469,0.0006371763,0.001067209,0.00008451066,0.005306718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4648142,"threshold_uncertainty_score":0.9999766,"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."}}