{"id":"W2738463887","doi":"10.12927/hcpap.2017.25083","title":"Transforming Healthcare Through Technology","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Transformational leadership; Health care; Healthcare system; Health technology; Business; Data science; Engineering ethics; Computer science; Knowledge management; Political science; Public relations; Engineering; Psychology; Economic growth; Economics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008595284,0.0005310198,0.0006543208,0.0005725383,0.002534,0.0005075776,0.00110502,0.0003616247,0.000193384],"category_scores_gemma":[0.0003314573,0.0005181083,0.0001491609,0.00115414,0.00006123289,0.001759131,0.0004403499,0.0005586875,0.00153022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253361,"about_ca_system_score_gemma":0.000140689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006133193,"about_ca_topic_score_gemma":0.006476862,"domain_scores_codex":[0.9963158,0.00002790484,0.0008187893,0.001052229,0.0005296116,0.001255699],"domain_scores_gemma":[0.9971462,0.00007930196,0.0006607917,0.001611445,0.0004234984,0.00007878942],"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":[0.00139162,0.0004595529,0.02397021,0.001369734,0.0001237498,0.00006812575,0.004652934,0.00001190813,0.002497726,0.1957007,0.6718456,0.09790815],"study_design_scores_gemma":[0.00138128,0.000250432,0.007147441,0.000004747511,0.00004734158,0.00001815109,0.0008068687,0.0002097109,0.0005391521,0.005011554,0.9838766,0.000706693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4131521,0.0001297384,0.0001595807,0.5805637,0.000841576,0.000789133,0.0000113619,0.0003887455,0.003964044],"genre_scores_gemma":[0.2687533,0.00009019144,0.0004516926,0.729681,0.0002884695,0.0002174717,0.0001019955,0.00009356628,0.0003223468],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.312031,"threshold_uncertainty_score":0.9997271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07269669518298784,"score_gpt":0.3247763763646384,"score_spread":0.2520796811816506,"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."}}