{"id":"W7125907621","doi":"10.12927/hcpap.2025.27754","title":"Building the Structures and Ecosystem Required for Sustainable Health Innovation in Canada","year":2025,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; McGill University Health Centre","funders":"","keywords":"Sustainability; Ecosystem; Health care; Sustainable development; Ecosystem services; Ecosystem health","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":[0.01226241,0.0004633423,0.0009821717,0.003175329,0.02212219,0.01765245,0.002215906,0.004071787,0.007872508],"category_scores_gemma":[0.02132489,0.0007529911,0.001054348,0.004435054,0.01736019,0.005677513,0.009375914,0.00536682,0.0006005084],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2970376,"about_ca_system_score_gemma":0.7091154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958137,"about_ca_topic_score_gemma":0.997855,"domain_scores_codex":[0.9871958,0.002466867,0.0003414386,0.0007887175,0.004306301,0.004900851],"domain_scores_gemma":[0.9835864,0.003421057,0.0007362847,0.0007263276,0.005861148,0.005668889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001357993,0.0001682224,0.02540424,0.001301821,0.0001518925,0.0004509801,0.01529395,0.004671082,0.0007447938,0.7562886,0.08957639,0.1058122],"study_design_scores_gemma":[0.0001921241,0.0001708376,0.09587837,0.002586088,0.0002112239,0.0001178056,0.03886375,0.005474956,0.001034882,0.229167,0.6260056,0.0002974115],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1172854,0.02034288,0.007613767,0.570755,0.001138151,0.0008099331,0.002561467,0.0003002512,0.2791931],"genre_scores_gemma":[0.894185,0.01900213,0.0204177,0.03388601,0.0001903876,0.0005128316,0.0009218424,0.0001186913,0.03076552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7029624,"threshold_uncertainty_score":0.8153368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2245006488960389,"score_gpt":0.5431257000583161,"score_spread":0.3186250511622771,"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."}}