{"id":"W2162103120","doi":"10.12927/hcpap.2009.20928","title":"Standardization as a Key to Quality","year":2009,"lang":"en","type":"article","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":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Standardization; Health care; Public health; Population health; Equity (law); Public policy; Library science; Health policy; Political science; Public relations; Medicine; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006449639,0.0006758723,0.001217502,0.0005221957,0.002473523,0.00007496644,0.0006384662,0.0005470582,0.0009589408],"category_scores_gemma":[0.00216854,0.0006634902,0.0002450892,0.001526763,0.00002881872,0.0002745322,0.0004146349,0.001145665,0.006112471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00330777,"about_ca_system_score_gemma":0.001400597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005732461,"about_ca_topic_score_gemma":0.01005141,"domain_scores_codex":[0.9892418,0.003005758,0.002334997,0.001481743,0.001452056,0.002483671],"domain_scores_gemma":[0.9937367,0.001273418,0.0006081315,0.001574213,0.0005662527,0.002241252],"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":[0.00248698,0.0004271254,0.001264408,0.000443347,0.00004723596,0.00002231058,0.0463877,0.00005309828,0.0002168598,0.0541484,0.8738526,0.02065001],"study_design_scores_gemma":[0.002004748,0.002801999,0.03011923,0.000009213922,0.00003222494,0.000003611845,0.004551407,0.00005026823,0.00003584153,0.0009694334,0.9586868,0.0007352756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3111263,0.00006881916,0.00663607,0.6636862,0.0009666083,0.003863541,0.0001721423,0.0006198621,0.0128605],"genre_scores_gemma":[0.1310635,0.0001795076,0.001710059,0.8596011,0.0001270277,0.0007220586,0.0001857695,0.00009388918,0.006317139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1959149,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841970912076467,"score_gpt":0.5171025975321167,"score_spread":0.33290550632447,"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."}}