{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004225887,0.0006639392,0.001026321,0.0001810814,0.003933527,0.00008376227,0.001127101,0.0004669115,0.0009869068],"category_scores_gemma":[0.001694305,0.0005207368,0.0002925582,0.001215433,0.00006441527,0.0002391134,0.001114169,0.002206733,0.00699446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001432707,"about_ca_system_score_gemma":0.001045744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005622435,"about_ca_topic_score_gemma":0.0041991,"domain_scores_codex":[0.9899514,0.00320949,0.001868919,0.001334691,0.001151971,0.002483516],"domain_scores_gemma":[0.9929116,0.002995779,0.0006079945,0.001344481,0.0002373712,0.001902762],"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":[0.0008346484,0.0001410788,0.00172413,0.0006868183,0.00007955051,0.00003045478,0.07632425,0.00003617263,0.00008726725,0.03431151,0.8800701,0.005674035],"study_design_scores_gemma":[0.001607509,0.001084382,0.006709268,0.000005810765,0.00005582512,0.000004101366,0.01088335,0.0008837266,0.00001514048,0.0002383328,0.977942,0.0005705606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2215209,0.0002122439,0.0009807834,0.7643217,0.001263587,0.003484118,0.0001055263,0.0006475006,0.007463672],"genre_scores_gemma":[0.1035099,0.0003259734,0.0005934387,0.8918085,0.0002644377,0.001046913,0.000089749,0.0001500712,0.00221113],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1274868,"threshold_uncertainty_score":0.9999263,"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."}}