{"id":"W4403910877","doi":"10.12927/hcq.2024.27430","title":"Health Quality 5.0: What Does Co-Creation Have to Do With It?","year":2024,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Business; Quality (philosophy); Best practice; Quality management; Health administration; Nursing; Process management; Public relations; Medicine; Marketing; Public health; Political science; Management; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009947296,0.0002023362,0.0002558238,0.0003102918,0.0002989253,0.001900014,0.0001414096,0.00006907159,0.0001249598],"category_scores_gemma":[0.00001114275,0.0001464087,0.00003911155,0.000833798,0.00001933261,0.002629686,0.00001184429,0.0001844743,0.0005716644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095551,"about_ca_system_score_gemma":0.0001545598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01509125,"about_ca_topic_score_gemma":0.01579251,"domain_scores_codex":[0.998154,0.00004625388,0.0004802038,0.0005290296,0.0003997455,0.0003906976],"domain_scores_gemma":[0.9990458,0.00004230372,0.0001558816,0.0003877849,0.0003293409,0.00003889236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001471266,0.00004715581,0.003927241,0.003778662,0.00002808181,0.000009811999,0.007683817,0.000003371909,0.00003107497,0.06301505,0.01817609,0.9031525],"study_design_scores_gemma":[0.0005944946,0.0007807197,0.04725887,0.002863927,0.00002992922,0.00001090404,0.07025901,0.0003265312,0.00006608661,0.01943198,0.8575302,0.0008473794],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1604381,0.001513004,0.001173806,0.8302826,0.001816249,0.00117763,0.00001848375,0.0005431481,0.003037008],"genre_scores_gemma":[0.9111299,0.00003672382,0.0001919169,0.08513743,0.00265386,0.00007172266,0.000356196,0.0000426256,0.0003796338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9023051,"threshold_uncertainty_score":0.9991361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003423194191356,"score_gpt":0.3579422434426727,"score_spread":0.3279080115007592,"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."}}