{"id":"W2007216233","doi":"10.12927/hcq.2013.20882","title":"Strengthening the Value of Accreditation: Qmentum - One Year Later","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Accreditation; Value (mathematics); Quality (philosophy); Best practice; Certification and Accreditation; Medical education; Quality management; Business; Public relations; Medicine; Political science; Marketing; Computer science; Service (business)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001921986,0.0001789083,0.0003609365,0.000112133,0.0007416624,0.00001334775,0.0003047833,0.0002068893,0.0002631463],"category_scores_gemma":[0.00006467928,0.0001381866,0.00009276739,0.0002889142,0.00005638058,0.0001616503,0.00002423088,0.000728429,0.0002787396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517308,"about_ca_system_score_gemma":0.0005430818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128079,"about_ca_topic_score_gemma":0.0003395697,"domain_scores_codex":[0.995773,0.001508999,0.001162137,0.0003149111,0.0005368153,0.0007041941],"domain_scores_gemma":[0.9979392,0.0004889572,0.000440908,0.0006490459,0.0002740643,0.0002077723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002488951,0.0002793399,0.003943754,0.001788386,0.00008424433,0.000006914497,0.1243176,0.000005973027,0.0002138781,0.5816626,0.02171427,0.2657341],"study_design_scores_gemma":[0.003890476,0.007876938,0.4411219,0.002386536,0.0001273806,0.000003123374,0.2097277,0.000302753,0.0001186842,0.08597714,0.2475704,0.0008969852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5879833,0.0006394128,0.001565335,0.3902768,0.002491426,0.003428926,0.000101688,0.0003674095,0.01314573],"genre_scores_gemma":[0.9864703,0.00005341966,0.001040297,0.0107623,0.00074243,0.00008278633,0.00004425846,0.00002022805,0.000784024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4956854,"threshold_uncertainty_score":0.5704342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08398489938445215,"score_gpt":0.4242762423283534,"score_spread":0.3402913429439013,"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."}}