{"id":"W2153596091","doi":"10.12927/hcpap..16927","title":"Better Cooperation and Less Measurement","year":2001,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Corporate governance; Quality (philosophy); Computer science; Clinical governance; Mechanism (biology); Process management; Risk analysis (engineering); Management science; Health care; Business; Political science; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00451107,0.001114603,0.001786169,0.0004420264,0.001959788,0.0001199312,0.0006296565,0.002352211,0.002643963],"category_scores_gemma":[0.002754383,0.0009673848,0.0002350536,0.0006235616,0.0001058074,0.0003001563,0.0005317566,0.006424187,0.003042847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425726,"about_ca_system_score_gemma":0.001273014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003627141,"about_ca_topic_score_gemma":0.004650564,"domain_scores_codex":[0.98803,0.003129692,0.00213363,0.001944868,0.00223611,0.00252567],"domain_scores_gemma":[0.992488,0.003105245,0.0008830451,0.001593002,0.0007985773,0.001132185],"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":[0.0005546011,0.000203646,0.002415474,0.001461121,0.0001232626,0.000159134,0.008364346,8.963206e-7,0.000057715,0.0001176355,0.9825971,0.003945035],"study_design_scores_gemma":[0.001817187,0.001042507,0.001801765,0.00002351799,0.0001909896,0.00002431686,0.0008872129,0.00006633347,0.000007602498,0.00005444539,0.9931298,0.0009543328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08326375,0.0004394478,0.0002387006,0.9063295,0.002247865,0.003980288,0.0001373566,0.0003702897,0.00299285],"genre_scores_gemma":[0.001301896,0.0008467835,0.0004279801,0.9856085,0.001752728,0.001841882,0.0006915822,0.0002553645,0.007273315],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08196185,"threshold_uncertainty_score":0.9993395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009399631578983,"score_gpt":0.4179081588998906,"score_spread":0.2169681957419923,"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."}}