{"id":"W2963903629","doi":"10.1111/obr.12878","title":"BIA‐Obesity (Business Impact Assessment—Obesity and population‐level nutrition): A tool and process to assess food company policies and commitments related to obesity prevention and population nutrition at the national level","year":2019,"lang":"en","type":"article","venue":"Obesity Reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Criminology Research Advisory Council, Australian Institute of Criminology; National Heart Foundation of New Zealand; National Heart Foundation of Australia","keywords":"Obesity; Environmental health; Population; Medicine; Gerontology; Business; Internal medicine","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":[0.002437183,0.0004091687,0.0008730028,0.0002934469,0.0009659003,0.0004112033,0.0001907969,0.0002081972,0.00005720229],"category_scores_gemma":[0.0005225316,0.0003262505,0.00008879655,0.0008615187,0.00007601489,0.001464189,0.0004929818,0.0002326567,0.00004804561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002904257,"about_ca_system_score_gemma":0.00004426212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021345,"about_ca_topic_score_gemma":0.002123316,"domain_scores_codex":[0.9972306,0.0003032689,0.0008809526,0.0006528077,0.0004142582,0.0005180763],"domain_scores_gemma":[0.9983838,0.0001666316,0.0005772202,0.0002757913,0.0004704167,0.000126182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003898546,0.000431793,0.9802775,0.002226647,0.00003832084,3.003118e-7,0.00006141798,0.00004973595,0.0000383924,0.004174202,0.01142654,0.001236215],"study_design_scores_gemma":[0.001042713,0.00008323899,0.9696841,0.0005632477,0.00008007797,0.00002120281,0.00006122781,0.001149789,0.000001402874,0.006580443,0.02038029,0.0003522446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861273,0.000972053,0.0001916192,0.007960242,0.0001573252,0.004125552,0.000131985,0.00006206997,0.0002718329],"genre_scores_gemma":[0.9925548,0.001194641,0.0006062096,0.004487157,0.0002197321,0.0001783422,0.0005630138,0.00002333901,0.0001726929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059333,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235894606395242,"score_gpt":0.3938005567457205,"score_spread":0.2702110961061963,"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."}}