{"id":"W2108856879","doi":"10.1146/annurev-publhealth-031914-122802","title":"Cross-Sector Partnerships and Public Health: Challenges and Opportunities for Addressing Obesity and Noncommunicable Diseases Through Engagement with the Private Sector","year":2015,"lang":"en","type":"review","venue":"Annual Review of Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michael Smith Health Research BC; Simon Fraser University","funders":"","keywords":"Private sector; General partnership; Public health; Public sector; Public relations; Business; Economic growth; Public–private partnership; Political science; Environmental health; Medicine; Economics; Nursing; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01941575,0.000718238,0.003868718,0.0002285508,0.001055151,0.0004604907,0.000694322,0.0002174468,0.00002628676],"category_scores_gemma":[0.002107196,0.000432265,0.000203968,0.0003961123,0.0007984425,0.001701375,0.001019045,0.0006136366,0.000002455458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044682,"about_ca_system_score_gemma":0.002388878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294437,"about_ca_topic_score_gemma":0.0002763156,"domain_scores_codex":[0.9933103,0.001980989,0.001833853,0.0007669021,0.0004757044,0.001632196],"domain_scores_gemma":[0.9936125,0.001340324,0.002888075,0.0008985928,0.0007586483,0.0005018979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003209261,0.00007826635,0.00004786689,0.3160313,0.000105636,8.426198e-7,0.0002230256,2.990074e-8,2.039828e-10,0.03636463,0.06103009,0.5861151],"study_design_scores_gemma":[0.0003507597,0.0001963514,0.0002113649,0.02442829,0.0001460352,0.00001690966,0.001734997,0.0000132282,2.337959e-10,0.0002069283,0.9723375,0.0003575769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003395434,0.7622209,0.0000346755,0.2340026,0.000113823,0.002662809,0.0003231048,0.00006550322,0.0005426189],"genre_scores_gemma":[0.00007678389,0.941124,0.000196277,0.05692068,0.0006349278,0.0004809401,0.0004423101,0.0000726724,0.00005142416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9113075,"threshold_uncertainty_score":0.9998129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6517214874778865,"score_gpt":0.4667914739672578,"score_spread":0.1849300135106287,"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."}}