{"id":"W2296587311","doi":"10.12927/hcpap.2015.24415","title":"Systematically Identified Failure Is the Route to a Successful Health System","year":2015,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Scale (ratio); Risk analysis (engineering); Computer science; Engineering; Medicine; Data science; Geography; Cartography","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":[0.09990556,0.001380297,0.003370516,0.007116851,0.005418539,0.01167692,0.002775102,0.006612821,0.009423191],"category_scores_gemma":[0.2526686,0.001223035,0.001571384,0.003442224,0.01802533,0.01723153,0.01325603,0.0106134,0.002215957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01084103,"about_ca_system_score_gemma":0.0311923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006716131,"about_ca_topic_score_gemma":0.004061484,"domain_scores_codex":[0.8961769,0.04952376,0.00866207,0.007116101,0.03229762,0.006223509],"domain_scores_gemma":[0.7075287,0.1429147,0.04555853,0.03376803,0.05797089,0.01225926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004367495,0.0005980324,0.08579747,0.003126676,0.0007520973,0.0008880655,0.01257121,0.004673757,0.0007265211,0.5628303,0.06651627,0.2610829],"study_design_scores_gemma":[0.0002133809,0.0008100821,0.02775125,0.004972936,0.0002808801,0.0005309088,0.007227059,0.006179509,0.00143263,0.8912142,0.05905045,0.0003367586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1719685,0.01238485,0.2345703,0.449814,0.004099166,0.002858819,0.002042219,0.001568213,0.1206938],"genre_scores_gemma":[0.9077921,0.003198986,0.05453414,0.02140805,0.001026262,0.001997786,0.0005387941,0.0003777673,0.00912616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09990556,"threshold_uncertainty_score":0.5283574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.334951923083583,"score_gpt":0.4252669139748201,"score_spread":0.09031499089123707,"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."}}