{"id":"W2165779685","doi":"10.1111/obr.12087","title":"<scp>INFORMAS</scp> (<scp>I</scp>nternational <scp>N</scp>etwork for <scp>F</scp>ood and <scp>O</scp>besity/non‐communicable diseases <scp>R</scp>esearch, <scp>M</scp>onitoring and <scp>A</scp>ction <scp>S</scp>upport): overview and key principles","year":2013,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":657,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"World Cancer Research Fund; Medical Research Council; University of Pennsylvania; Australian National University; World Cancer Research Fund International; National Health and Medical Research Council; Queensland University of Technology; Perelman School of Medicine, University of Pennsylvania; Deakin University; University of Oxford; University of Toronto; World Health Organization; Rockefeller Foundation","keywords":"Benchmarking; Accountability; Non-communicable disease; Benchmark (surveying); Business; Communicable disease; Food safety; Medicine; Public health; Marketing; Geography; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006588577,0.000928442,0.0008431419,0.004863589,0.00111914,0.006694484,0.002172372,0.00305923,0.3813775],"category_scores_gemma":[0.03552959,0.0006519781,0.001068568,0.009496234,0.001656574,0.005170845,0.004118972,0.00294538,0.229672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00480803,"about_ca_system_score_gemma":0.01363308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699732,"about_ca_topic_score_gemma":0.01778618,"domain_scores_codex":[0.9947679,0.001784834,0.0008229869,0.0004790813,0.001804411,0.0003408524],"domain_scores_gemma":[0.9775108,0.009813453,0.001787233,0.002845507,0.006470496,0.00157265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003992346,0.00002016592,0.0003626857,0.001348418,0.00001465542,0.00007059147,0.0002647373,0.0002330815,0.0001321778,0.02117505,0.8719139,0.1044247],"study_design_scores_gemma":[0.000005340052,0.000003278707,0.0003267704,0.0009791801,0.000004461317,0.00002331334,0.0001292643,0.00008586323,0.00009924013,0.003018726,0.995317,0.000007630278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007781768,0.0155109,0.01472958,0.05478485,0.008184007,0.001198353,0.103139,0.007513779,0.7941614],"genre_scores_gemma":[0.03899688,0.07430554,0.06762692,0.04588515,0.005144369,0.006127659,0.1864072,0.009220932,0.5662853],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3813775,"threshold_uncertainty_score":0.88239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066353045067858,"score_gpt":0.3501301894996279,"score_spread":0.2434948849928421,"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."}}