{"id":"W3016114728","doi":"10.12927/hcpap.2020.26160","title":"Value from Healthcare: No Silver Bullet","year":2020,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Michael Smith Health Research BC","funders":"","keywords":"Wonder; Viewpoints; Health care; Value (mathematics); Silver bullet; Government (linguistics); Business; Quality (philosophy); Value-Based Purchasing; Public relations; Political science; Psychology; Sociology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003083505,0.002397153,0.004112092,0.0007974258,0.003945971,0.0001519472,0.002299564,0.004118899,0.004515865],"category_scores_gemma":[0.001837979,0.002403305,0.0009567875,0.001494802,0.0001317858,0.0002700493,0.002157279,0.01393581,0.04982981],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006854935,"about_ca_system_score_gemma":0.004258959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0624823,"about_ca_topic_score_gemma":0.009027289,"domain_scores_codex":[0.9738364,0.008102528,0.004725636,0.004386275,0.003034654,0.005914529],"domain_scores_gemma":[0.9838182,0.006196362,0.002117099,0.003771341,0.0008272592,0.003269726],"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":[0.001550103,0.0002399395,0.00036844,0.004684043,0.000392394,0.000895353,0.01753112,0.000002835764,0.00001953573,0.001754488,0.9704754,0.002086365],"study_design_scores_gemma":[0.002764123,0.002174641,0.0006472729,0.00004336882,0.0002102345,0.000008097106,0.001164338,0.000115324,0.000003306706,0.0005185481,0.9902291,0.002121662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004068581,0.0007532046,0.0002402911,0.9636116,0.009981526,0.009469436,0.003986883,0.00177798,0.006110498],"genre_scores_gemma":[0.0002277423,0.001614103,0.001670516,0.9626098,0.004195853,0.003797787,0.006822264,0.0008405098,0.0182214],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05345501,"threshold_uncertainty_score":0.9988766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1534614347499615,"score_gpt":0.4153359924986126,"score_spread":0.2618745577486511,"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."}}