{"id":"W2795284291","doi":"10.12927/hcpap.2017.25408","title":"Rethinking Healthcare Performance Evaluation Systems towards the People-Centredness Approach: Their Pathways, their Experience, their Evaluation","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Process management; Knowledge management; Quality (philosophy); Incentive; Healthcare service; Healthcare system; Performance measurement; Service (business); Business; Computer science; Nursing; Operations management; Medicine; Marketing; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01370842,0.001317176,0.001647796,0.0005108729,0.01628718,0.0003499983,0.00223888,0.001062102,0.0003334465],"category_scores_gemma":[0.002582709,0.0009198132,0.0003749819,0.001086983,0.0002014232,0.001119846,0.001046192,0.002692983,0.0003963291],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007459186,"about_ca_system_score_gemma":0.004609274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009546814,"about_ca_topic_score_gemma":0.01002464,"domain_scores_codex":[0.9805819,0.0078793,0.00290201,0.002268249,0.003340889,0.003027592],"domain_scores_gemma":[0.9860377,0.00218092,0.00322229,0.004593484,0.002711287,0.001254364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00165329,0.0003022827,0.2440406,0.001655208,0.0001496349,0.000002518216,0.625018,0.0007611206,0.0001273102,0.001690329,0.06090763,0.06369206],"study_design_scores_gemma":[0.005288353,0.001434206,0.6700311,0.0001111907,0.0001355443,0.00004477044,0.1022937,0.1723778,0.00009219885,0.0004081794,0.04612377,0.00165916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7603468,0.001042443,0.0002170061,0.214621,0.006596632,0.01397603,0.0004437415,0.0005054793,0.002250959],"genre_scores_gemma":[0.7281574,0.0006115164,0.0001232315,0.2568871,0.0003000876,0.01296352,0.0005529986,0.000197123,0.0002069761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5227243,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3681550505164559,"score_gpt":0.4308517036703143,"score_spread":0.06269665315385842,"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."}}