{"id":"W2137286200","doi":"10.12927/hcpap.2012.22862","title":"Can a Book of Charts Catalyze Improvements in Quality? Views of a Healthcare Alchemist","year":2012,"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":"","funders":"","keywords":"Alchemy; Health care; Quality (philosophy); Computer science; Business; Political science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.01190429,0.0008619874,0.001293405,0.00105159,0.01034853,0.008412421,0.003607133,0.07207964,0.01158451],"category_scores_gemma":[0.06447487,0.001028669,0.001515693,0.001062285,0.008695236,0.01117677,0.003135678,0.06248028,0.00482149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008407359,"about_ca_system_score_gemma":0.01487132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04107457,"about_ca_topic_score_gemma":0.07962582,"domain_scores_codex":[0.9882746,0.004230158,0.000801247,0.0009412718,0.004570351,0.00118237],"domain_scores_gemma":[0.9664093,0.02226986,0.001518215,0.0008168068,0.004795229,0.004190632],"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":[0.00001893563,0.00001562288,0.0001513595,0.00002806233,0.000005077312,0.0001980345,0.0001825885,0.00003102632,0.00003016676,0.00631782,0.9884323,0.00458881],"study_design_scores_gemma":[0.00006760188,0.00003669822,0.0004629552,0.0003422856,0.00001577316,0.0003251575,0.0008796181,0.0002106946,0.0001105983,0.009111844,0.9883841,0.00005271863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007803203,0.0007213564,0.00003539364,0.9931544,0.004242731,0.000003091429,0.00001153292,0.000007308648,0.001746192],"genre_scores_gemma":[0.001391223,0.0006046525,0.0001290444,0.983604,0.008947453,0.00001633995,0.00000794657,0.0000148692,0.00528443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07207964,"threshold_uncertainty_score":0.081671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071774441953202,"score_gpt":0.4615830013021208,"score_spread":0.2544055571068006,"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."}}