{"id":"W4283465577","doi":"10.12927/hcpap.2022.26845","title":"The Network of Scholars Strategy: A Case Study of Embedded Research Activities in Nova Scotia to Advance Health System Impact and Outcomes","year":2022,"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":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Nova scotia; Nova (rocket); Plan (archaeology); Health plan; Strategic planning; Political science; Operations research; Process management; Business; Engineering; Sociology; Geography; Marketing; Health care; Aeronautics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01426442,0.0004654925,0.0005512562,0.001275173,0.02871877,0.009111476,0.003473636,0.005182647,0.003106156],"category_scores_gemma":[0.02133399,0.000430848,0.000565005,0.002677295,0.01472582,0.002943217,0.0115662,0.00550395,0.0002586537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08301632,"about_ca_system_score_gemma":0.1417663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8048854,"about_ca_topic_score_gemma":0.9297488,"domain_scores_codex":[0.9792726,0.01261973,0.0004638078,0.000701091,0.001432909,0.005509837],"domain_scores_gemma":[0.9765488,0.01082356,0.001416869,0.00066627,0.002141966,0.008402474],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000199066,0.0001960013,0.02935704,0.0006270863,0.00006111871,0.04519994,0.7666824,0.0007850549,0.0008716291,0.1043164,0.03235305,0.0193512],"study_design_scores_gemma":[0.0000573995,0.0001487533,0.02361776,0.001075007,0.00006028981,0.002298428,0.8226085,0.0005539804,0.0002686324,0.004746109,0.1444932,0.00007200101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7152038,0.006578907,0.001781886,0.1805349,0.001044376,0.000498149,0.0001779844,0.00002962465,0.09415046],"genre_scores_gemma":[0.9660531,0.002312505,0.001011587,0.0176403,0.00008266966,0.0001714379,0.00004708785,0.00002351066,0.01265774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9857356,"threshold_uncertainty_score":0.6023284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1990790095002647,"score_gpt":0.5065496146504475,"score_spread":0.3074706051501828,"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."}}