{"id":"W2969600690","doi":"10.17269/s41997-019-00251-y","title":"The future burden of obesity in Canada: a modelling study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada","keywords":"Obesity; Medicine; Demography; Logistic regression; Population; Environmental health; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001682129,0.0009256446,0.0005865758,0.001582108,0.002106402,0.0017642,0.002167929,0.0008116563,0.003443619],"category_scores_gemma":[0.004357149,0.0004761052,0.001566906,0.00294152,0.0006561379,0.0006284676,0.001162486,0.001008019,0.0004228615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03260053,"about_ca_system_score_gemma":0.03531291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911658,"about_ca_topic_score_gemma":0.9861688,"domain_scores_codex":[0.9993987,0.0001475082,0.00002527191,0.0001097142,0.0001425665,0.000176205],"domain_scores_gemma":[0.9979401,0.0005292657,0.0001995169,0.0001062898,0.0009941821,0.0002306086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005169977,0.0004768582,0.6003379,0.0004536026,0.000795461,0.001065903,0.001512382,0.3267378,0.0005790113,0.01215837,0.02246585,0.03289983],"study_design_scores_gemma":[0.0002404729,0.0001291206,0.1850126,0.0002395749,0.000411437,0.000299441,0.001368008,0.7952693,0.00027586,0.002790963,0.01384357,0.0001197388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573146,0.001402208,0.009028981,0.002466099,0.00007841313,0.000428648,0.01754584,0.0002493947,0.0114858],"genre_scores_gemma":[0.9786098,0.00135042,0.00851746,0.0002129585,0.00002683475,0.0002045554,0.006165025,0.0000620759,0.00485083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03260053,"threshold_uncertainty_score":0.2365345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273979252672571,"score_gpt":0.2697127511464015,"score_spread":0.2369729586196758,"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."}}