{"id":"W2730981691","doi":"10.12927/hcpap.2017.25084","title":"Shifting Paradigms in Canadian Healthcare to Support the Scale and Spread of the Innovation Ecosystem","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Health care; Scale (ratio); Business; Knowledge management; Order (exchange); Healthcare system; Scalability; Process management; Computer science; Public relations; Political science; Economics; Economic growth; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02922042,0.0007026648,0.0007370956,0.004219649,0.03034985,0.02104766,0.003631983,0.00532325,0.007665121],"category_scores_gemma":[0.02476165,0.0005001025,0.001241086,0.005378667,0.0235226,0.006218141,0.01254379,0.008340005,0.00082788],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.277061,"about_ca_system_score_gemma":0.5219167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696088,"about_ca_topic_score_gemma":0.986259,"domain_scores_codex":[0.967845,0.009739527,0.0008945132,0.00163574,0.009628294,0.01025697],"domain_scores_gemma":[0.9665303,0.004278371,0.001424105,0.001425519,0.01140284,0.01493888],"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":[0.0001420386,0.0001125348,0.01053256,0.0005920712,0.00008297055,0.0007091854,0.03381928,0.001550383,0.001182157,0.7413555,0.1095831,0.1003383],"study_design_scores_gemma":[0.0001238077,0.0001236556,0.02328367,0.00112399,0.00007455048,0.000239243,0.03495786,0.001517351,0.0005871964,0.1238439,0.8138756,0.0002491095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04940937,0.01841851,0.009473941,0.7573727,0.003160328,0.0003078376,0.0003286515,0.0002328115,0.1612958],"genre_scores_gemma":[0.8457071,0.01402767,0.02537911,0.07372586,0.000842109,0.0002881757,0.0003153951,0.0002100892,0.03950439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.722939,"threshold_uncertainty_score":0.8385068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435139498267362,"score_gpt":0.4162476622930686,"score_spread":0.2727337124663325,"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."}}