{"id":"W2123743929","doi":"10.12927/hcpap.2012.22701","title":"Role for PROMs Data to Support Quality Improvement across the Healthcare System: An Informed Exchange with Senior Health System Leaders","year":2012,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health","funders":"","keywords":"Health care; Healthcare system; Productivity; Quality management; Quality (philosophy); Public relations; Business; Political science; Marketing; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05024503,0.0008890337,0.001703189,0.001400985,0.01569132,0.01305884,0.004206848,0.0833995,0.008024035],"category_scores_gemma":[0.1159714,0.001796491,0.0023371,0.00159301,0.008551795,0.01597862,0.01128509,0.1007496,0.003975565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01236972,"about_ca_system_score_gemma":0.03666804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258333,"about_ca_topic_score_gemma":0.01828756,"domain_scores_codex":[0.956194,0.01808152,0.005489195,0.002501308,0.01272569,0.005008375],"domain_scores_gemma":[0.8723081,0.0584223,0.007324853,0.005434327,0.0241214,0.03238904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003567566,0.00008319795,0.0008728967,0.00009649861,0.00001838621,0.001442623,0.001852935,0.0000741421,0.0002801017,0.005255377,0.9700075,0.01998063],"study_design_scores_gemma":[0.0001071206,0.0001428501,0.00159972,0.0008493463,0.0000260723,0.00197768,0.005464179,0.0007066643,0.0002078129,0.01230299,0.9764523,0.0001632341],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001709164,0.000209879,0.0001353227,0.9960723,0.002695888,0.00001166277,0.000007608851,0.00001575378,0.0006805665],"genre_scores_gemma":[0.002819551,0.0003049784,0.0007072641,0.9889283,0.004824109,0.00005337391,0.00001412995,0.00002093492,0.002327328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0833995,"threshold_uncertainty_score":0.2657243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2491730002216958,"score_gpt":0.4803693196523662,"score_spread":0.2311963194306704,"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."}}