{"id":"W4413026353","doi":"10.12927/hcq.2025.27630","title":"Health Quality 5.0: Putting Patient Safety Back on the Front Burner: The Time Is Now","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Quality (philosophy); Patient safety; Front (military); Best practice; Quality management; Medicine; Operations management; Business; Medical emergency; Nursing; Health care; Engineering; Political science","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":[0.03921448,0.00087352,0.0008225173,0.003360294,0.001966287,0.007450943,0.001755819,0.004098316,0.01694963],"category_scores_gemma":[0.0905339,0.0005332802,0.001356954,0.004445249,0.003255347,0.003382746,0.005179066,0.005164805,0.001854818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02040802,"about_ca_system_score_gemma":0.07152944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2243066,"about_ca_topic_score_gemma":0.2055966,"domain_scores_codex":[0.965322,0.01917859,0.002074285,0.0006109053,0.01055325,0.0022611],"domain_scores_gemma":[0.9216517,0.02727743,0.007412271,0.003485703,0.0184216,0.02175144],"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":[0.000278076,0.000119969,0.01286957,0.002858831,0.000279942,0.00005291804,0.0006362479,0.001189277,0.0002247967,0.08533765,0.6899866,0.206166],"study_design_scores_gemma":[0.0004118897,0.0007016357,0.1225877,0.01623252,0.0005455848,0.0002010945,0.002102945,0.004361002,0.0008950104,0.0673923,0.7842234,0.0003448845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008495141,0.03276034,0.02073512,0.8258818,0.005904557,0.0006695389,0.009489464,0.002825431,0.0932387],"genre_scores_gemma":[0.4345823,0.06322301,0.1627818,0.2856362,0.005417136,0.001853602,0.01781568,0.00135757,0.02733271],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2243066,"threshold_uncertainty_score":0.4460019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823420360342804,"score_gpt":0.4126356695451188,"score_spread":0.2302936335108384,"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."}}