{"id":"W4408673785","doi":"10.12927/hcpap.2025.27536","title":"Medicare Makeover and More","year":2025,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":[0.002165756,0.0004464132,0.0002669557,0.001435488,0.002700173,0.004177835,0.0007789035,0.003922024,0.06717556],"category_scores_gemma":[0.0110609,0.0003169523,0.0006276261,0.001693053,0.0008605665,0.002581304,0.001549535,0.003409803,0.008042632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006408,"about_ca_system_score_gemma":0.01970896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.39742,"about_ca_topic_score_gemma":0.573332,"domain_scores_codex":[0.9981319,0.0001570439,0.00007062649,0.000192749,0.001083961,0.0003636381],"domain_scores_gemma":[0.9965546,0.0005554071,0.0001999934,0.0002797784,0.001513582,0.0008966646],"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":[0.00003560245,0.00001460733,0.001994049,0.00005260095,0.00000879549,0.00005404003,0.0001714569,0.00006100746,0.00006473144,0.05903195,0.8953726,0.04313864],"study_design_scores_gemma":[0.000006798693,0.000007451374,0.006101456,0.00009041491,0.000008078215,0.00003252358,0.0001113573,0.00004092253,0.00006451416,0.002565694,0.9909618,0.000008807178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007306559,0.04417805,0.002023311,0.255165,0.007570045,0.0002001503,0.01790508,0.0003606655,0.6652911],"genre_scores_gemma":[0.07810344,0.01689718,0.002880501,0.1122697,0.0024482,0.0001831186,0.007601804,0.0002034281,0.7794127],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.39742,"threshold_uncertainty_score":0.7902136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05670586050986648,"score_gpt":0.3157661022595283,"score_spread":0.2590602417496618,"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."}}