{"id":"W2009307220","doi":"10.12927/hcpap.2011.22552","title":"Building a Safety and Quality Culture in Healthcare: Where It Starts","year":2011,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Health care; SAFER; Patient safety; Quality (philosophy); Function (biology); Public relations; Psychological intervention; Business; Knowledge management; Medicine; Nursing; Political science; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009017465,0.001803831,0.003464943,0.0009727851,0.002709598,0.00009729061,0.0011778,0.004080751,0.0006978426],"category_scores_gemma":[0.001043413,0.001729837,0.0004283786,0.001333121,0.0001317512,0.0003663152,0.001500844,0.01107162,0.001017701],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005944253,"about_ca_system_score_gemma":0.002222213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08754849,"about_ca_topic_score_gemma":0.1320583,"domain_scores_codex":[0.9760602,0.009117637,0.004890095,0.003261698,0.001755371,0.00491497],"domain_scores_gemma":[0.9902617,0.002921118,0.001925142,0.002495633,0.0005311317,0.00186522],"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":[0.001956024,0.0002122803,0.003053614,0.01009231,0.0001289303,0.0002524296,0.04201846,0.00000100321,0.000008112345,0.01136031,0.9270378,0.003878758],"study_design_scores_gemma":[0.002819833,0.001281791,0.005591333,0.00009756436,0.00007141646,0.00001421211,0.002748841,0.0000146142,0.000001234483,0.0006395271,0.9850963,0.00162329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01131405,0.001830592,0.0003022895,0.9706951,0.002575718,0.00816653,0.001102495,0.0006118428,0.003401334],"genre_scores_gemma":[0.0006395173,0.00630762,0.001859609,0.9760409,0.0006554679,0.001953264,0.0008384497,0.0003926691,0.01131249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05805857,"threshold_uncertainty_score":0.9997602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933524466776752,"score_gpt":0.4523792804659338,"score_spread":0.2590268337882585,"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."}}