{"id":"W2982135814","doi":"10.12927/hcpap.2019.25932","title":"Value from Healthcare and Why It Is Needed in Canada","year":2019,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Michael Smith Health Research BC","funders":"","keywords":"Lagging; Health care; Incentive; Value (mathematics); Public relations; Business; Healthcare policy; Healthcare system; Health policy; Political science; Medicine; Economics; Economic growth; Health care reform; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007422718,0.0003634745,0.0009551889,0.002810439,0.02525195,0.01849447,0.002225779,0.004853975,0.007965189],"category_scores_gemma":[0.02601977,0.0005530248,0.0006628342,0.00844484,0.01515748,0.005905591,0.005513942,0.009631797,0.0004532488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2667968,"about_ca_system_score_gemma":0.4737824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941315,"about_ca_topic_score_gemma":0.9973428,"domain_scores_codex":[0.9867659,0.00153212,0.000466755,0.0005373163,0.006383889,0.004314035],"domain_scores_gemma":[0.9563203,0.007474715,0.001619261,0.0007295571,0.01820892,0.01564715],"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":[0.0001555014,0.0001174342,0.01751122,0.001700948,0.000115988,0.001546788,0.02865742,0.0004298707,0.0003767314,0.2555641,0.5581173,0.1357067],"study_design_scores_gemma":[0.0001241446,0.00006046966,0.04650469,0.00440781,0.0001374888,0.0005333119,0.05701267,0.0005564259,0.0003470067,0.06019858,0.8297621,0.0003553491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02223115,0.04355463,0.0002379378,0.8576283,0.002621457,0.0000397824,0.0003929402,0.00002846666,0.07326538],"genre_scores_gemma":[0.6818704,0.09485897,0.001658391,0.1936633,0.001645917,0.00006729365,0.0004800131,0.0001332519,0.02562247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2667968,"threshold_uncertainty_score":0.8504118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05892774462651221,"score_gpt":0.3716792136235885,"score_spread":0.3127514689970763,"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."}}