{"id":"W4412664908","doi":"10.12927/hcpap.2025.27649","title":"We Should Not Settle for Mediocre Medicare","year":2025,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Business","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":[0.02817692,0.0007201188,0.00125586,0.001238304,0.007095286,0.01014381,0.002568201,0.01612888,0.02737947],"category_scores_gemma":[0.09066886,0.0004210362,0.001119555,0.0009400012,0.01513684,0.01532676,0.005506997,0.03335221,0.005728144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008089256,"about_ca_system_score_gemma":0.01943793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04728262,"about_ca_topic_score_gemma":0.05670618,"domain_scores_codex":[0.9809362,0.005766248,0.000660756,0.002254133,0.007095543,0.003287191],"domain_scores_gemma":[0.9606368,0.01331601,0.002155374,0.004051154,0.008606038,0.01123466],"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":[0.0001152197,0.00007053057,0.001443064,0.0001280262,0.00008884384,0.00007181441,0.0004456086,0.0002207176,0.0002064677,0.2685848,0.6991348,0.02949012],"study_design_scores_gemma":[0.0001123854,0.0000862907,0.002113236,0.0006433641,0.00004260398,0.00007797575,0.0009157766,0.0002328374,0.00023469,0.1030001,0.8924785,0.00006208592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001072994,0.003025169,0.0007090544,0.9719092,0.007611625,0.00001269208,0.0001499436,0.00006858382,0.01544068],"genre_scores_gemma":[0.03692263,0.002721829,0.00197759,0.935413,0.009178931,0.00006237019,0.0001252377,0.000118259,0.01348016],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04728262,"threshold_uncertainty_score":0.1490155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666177163744254,"score_gpt":0.4904649845685189,"score_spread":0.3238472681940935,"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."}}