{"id":"W4389102342","doi":"10.12927/hcq.2023.27218","title":"It Is Time for Health Quality 5.0: Are You Ready?","year":2023,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Quality (philosophy); Quality management; Health care; Best practice; Public relations; Affect (linguistics); Business; Health care quality; Medicine; Nursing; Process management; Political science; Psychology; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02236297,0.0003853278,0.0008638539,0.001201782,0.003123856,0.0134327,0.001175197,0.005371605,0.02470102],"category_scores_gemma":[0.08472472,0.0003344501,0.000937516,0.002277205,0.007123024,0.01668027,0.004370044,0.01076668,0.004686126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006615678,"about_ca_system_score_gemma":0.01615199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225469,"about_ca_topic_score_gemma":0.01186398,"domain_scores_codex":[0.9874526,0.00681349,0.0004744144,0.0004194346,0.002790669,0.00204954],"domain_scores_gemma":[0.9389938,0.01915125,0.006365576,0.001892644,0.00836965,0.0252271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003578452,0.0001973653,0.00997619,0.0009919056,0.0001273156,0.0001249979,0.001644748,0.0006796352,0.0002439006,0.1725834,0.6181222,0.1949505],"study_design_scores_gemma":[0.0001246118,0.00038809,0.01293628,0.004395186,0.0001201986,0.0002214598,0.009387477,0.001133088,0.000397853,0.2484851,0.7222249,0.0001857968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002580484,0.011365,0.002040372,0.9724782,0.003389842,0.00002251481,0.0002180526,0.00005707479,0.0078486],"genre_scores_gemma":[0.4152535,0.07145246,0.01711729,0.4591774,0.01589286,0.0002854303,0.00103505,0.0004053006,0.01938082],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02470102,"threshold_uncertainty_score":0.1182681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4343629330578163,"score_gpt":0.4974518563789301,"score_spread":0.06308892332111388,"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."}}