{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008737699,0.001794615,0.0007217344,0.002773853,0.005896024,0.01293011,0.002391929,0.008908979,0.06304818],"category_scores_gemma":[0.01179205,0.0004795895,0.001589691,0.001789746,0.01356546,0.01566919,0.008867729,0.01605498,0.00660261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457791,"about_ca_system_score_gemma":0.02026987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708263,"about_ca_topic_score_gemma":0.01935592,"domain_scores_codex":[0.9963141,0.001453907,0.0001416707,0.0005371746,0.0006893328,0.0008637542],"domain_scores_gemma":[0.9938766,0.001855851,0.0003020226,0.0004552709,0.001713526,0.001796674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004863294,0.00005785846,0.0006860619,0.0001972774,0.00001887753,0.0002347193,0.001684951,0.001213659,0.0001381416,0.8936955,0.07456816,0.02745624],"study_design_scores_gemma":[0.00002930332,0.00004052935,0.0005950176,0.0003339855,0.00002031401,0.0001163796,0.003201936,0.001267031,0.0001684072,0.5971531,0.3970412,0.00003282615],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004099471,0.009974986,0.0305859,0.7549127,0.01240557,0.0001439778,0.0006338259,0.0006723427,0.1865712],"genre_scores_gemma":[0.573343,0.03565615,0.1182412,0.153762,0.0121962,0.001142368,0.002141872,0.001294203,0.1022231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06304818,"threshold_uncertainty_score":0.2109172,"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."}}