{"id":"W2150976874","doi":"10.12927/hcpap..17140","title":"Turning Evidence into Wisdom","year":2003,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evidence-based medicine; Healthcare system; Health care; Scientific evidence; Real world evidence; Evidence-based practice; Knowledge management; Psychology; Management science; MEDLINE; Medicine; Computer science; Political science; Engineering; Alternative medicine; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2028486,0.001680604,0.006655744,0.01047633,0.008639791,0.0330181,0.01135075,0.08747073,0.01378364],"category_scores_gemma":[0.4774935,0.002521848,0.004105291,0.005286048,0.06640486,0.05405682,0.02507652,0.1362811,0.009279268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02948959,"about_ca_system_score_gemma":0.03761902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008313018,"about_ca_topic_score_gemma":0.0112098,"domain_scores_codex":[0.7883727,0.1125811,0.02094525,0.01178551,0.06132493,0.004990581],"domain_scores_gemma":[0.3534851,0.5654729,0.01173729,0.01805901,0.03916053,0.01208515],"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":[0.0001721856,0.00008366557,0.0006579727,0.001921168,0.0002318801,0.001067471,0.002973442,0.0003940616,0.0002117697,0.1638517,0.7467989,0.08163572],"study_design_scores_gemma":[0.0001902242,0.0001026613,0.0004183349,0.01004501,0.0000711692,0.0006569593,0.002409311,0.0003975224,0.0001534295,0.4935426,0.4919007,0.0001120886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001458674,0.01056539,0.001081002,0.9730291,0.01199884,0.00002417284,0.00002792186,0.0000221775,0.003105518],"genre_scores_gemma":[0.0088183,0.01363309,0.004036043,0.9431464,0.02821822,0.0001368799,0.00004622904,0.00005159594,0.001913191],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2028486,"threshold_uncertainty_score":0.9830296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516463655108213,"score_gpt":0.4885046827189803,"score_spread":0.236858317208159,"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."}}