{"id":"W3015730188","doi":"10.12927/hcpap.2020.26153","title":"Rushing the Value Cockpit","year":2020,"lang":"en","type":"article","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Cockpit; Value (mathematics); Aeronautics; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00625385,0.0004341328,0.0003927007,0.001715647,0.02304423,0.01767341,0.001115192,0.005416985,0.01269115],"category_scores_gemma":[0.01672781,0.0004545682,0.0004736204,0.001437837,0.02104041,0.007071957,0.007143472,0.009450844,0.001682935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05573194,"about_ca_system_score_gemma":0.106139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7092713,"about_ca_topic_score_gemma":0.8097419,"domain_scores_codex":[0.9919943,0.00175158,0.0001201953,0.0004702226,0.003180078,0.002483725],"domain_scores_gemma":[0.9838011,0.002450026,0.0005104872,0.0006299049,0.005307899,0.007300624],"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":[0.0001144382,0.00005843759,0.006020538,0.0001778325,0.00002813775,0.0006068563,0.01212892,0.0003478334,0.0007043493,0.3357177,0.5544429,0.08965208],"study_design_scores_gemma":[0.00002308036,0.00006127114,0.006506062,0.0005823942,0.00001320133,0.0002183387,0.01812542,0.0002606805,0.0003269472,0.04957743,0.9242452,0.00006007149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01823066,0.008046453,0.002599167,0.8401498,0.00469149,0.00004314742,0.0001196714,0.0001062891,0.1260133],"genre_scores_gemma":[0.6572053,0.01188043,0.005666649,0.1844921,0.002349756,0.0000694333,0.0001818501,0.0002147577,0.1379398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7092713,"threshold_uncertainty_score":0.5848818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2537573670539987,"score_gpt":0.4616525385386305,"score_spread":0.2078951714846318,"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."}}