{"id":"W2005823031","doi":"10.1038/oby.2009.426","title":"Implications of the Foresight Obesity System Map for Solutions to Childhood Obesity","year":2010,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":267,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Obesity; Urbanization; Globalization; Childhood obesity; Public health; Psychology; Medicine; Political science; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004689411,0.0002962028,0.0006112283,0.00009733095,0.000739982,0.0000226283,0.0005856443,0.0002293534,0.00004776338],"category_scores_gemma":[0.0003179153,0.0002269048,0.0005024372,0.0005215027,0.0002006471,0.0001496001,0.0004527746,0.000536503,0.0001265476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889298,"about_ca_system_score_gemma":0.0002266226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358131,"about_ca_topic_score_gemma":0.0009957453,"domain_scores_codex":[0.9979483,0.00008601122,0.000410024,0.0005591149,0.000410927,0.0005856509],"domain_scores_gemma":[0.9970829,0.000259439,0.0002202316,0.001574292,0.0004748438,0.0003882907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003558572,0.01581923,0.8259982,0.0006340739,0.0001417437,0.000001291997,0.0002333969,0.000007795149,0.02423637,0.1227004,0.009892496,0.0002993508],"study_design_scores_gemma":[0.0006053069,0.0001695405,0.9688899,0.00009956777,0.0002863588,0.00001886567,0.00004516002,0.00009208981,0.02267816,0.004705724,0.002186066,0.0002232428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890223,0.00002563003,0.001722271,0.002878089,0.0006261219,0.002664821,0.000536234,0.0001885925,0.002335917],"genre_scores_gemma":[0.9968848,0.000001670012,0.001544425,0.0002547946,0.0004979451,0.0001819149,0.00003206472,0.00003945093,0.0005629961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428917,"threshold_uncertainty_score":0.9252907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450437115585034,"score_gpt":0.2574340424901745,"score_spread":0.2429296713343241,"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."}}