{"id":"W2771453596","doi":"10.12927/hcpap.2017.25339","title":"Five Years of Experience Using Front-Line Ownership to Improve Healthcare Quality and Safety","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Métis National Council; University Health Network","funders":"","keywords":"Front line; Positive deviance; Deviance (statistics); Quality (philosophy); Patient safety; Health care; Business; Public relations; Operations management; Engineering; Medicine; Nursing; Political science; Computer science","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":[0.02260019,0.0005562119,0.0003831866,0.001504888,0.00313101,0.003528269,0.001844612,0.001838106,0.005711396],"category_scores_gemma":[0.0268815,0.0004868351,0.0007161952,0.001717192,0.004006939,0.003857064,0.006912357,0.002615508,0.001086229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002911154,"about_ca_system_score_gemma":0.005551194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004623078,"about_ca_topic_score_gemma":0.005979474,"domain_scores_codex":[0.9837127,0.008999663,0.0006888328,0.001037916,0.002228609,0.003332381],"domain_scores_gemma":[0.9589887,0.01182995,0.003136019,0.003898047,0.007952174,0.01419508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004094862,0.007176139,0.1054749,0.0008154463,0.0002627248,0.001638421,0.151868,0.003892711,0.001814685,0.02085001,0.02501042,0.680787],"study_design_scores_gemma":[0.0004403826,0.01443754,0.1972338,0.002584074,0.0002385635,0.005320538,0.2618945,0.009365452,0.007834473,0.0170884,0.4830833,0.0004789722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310745,0.004454842,0.01475902,0.01535785,0.0002777555,0.0003384787,0.0001268326,0.0001926728,0.03341798],"genre_scores_gemma":[0.9740136,0.002372405,0.01047872,0.003797984,0.0001297451,0.0001059429,0.000161958,0.00006674986,0.008873061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02260019,"threshold_uncertainty_score":0.1195226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913216570250297,"score_gpt":0.3843409417387151,"score_spread":0.1930192847136853,"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."}}