{"id":"W2143116996","doi":"10.1038/oby.2009.424","title":"Where to From Here for Preventing Childhood Obesity: An International Perspective","year":2010,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childhood obesity; Multinational corporation; Obesity; Promotion (chess); Business; Food marketing; Marketing; Environmental health; Medicine; Advertising; Political science; Overweight","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001942744,0.0002259129,0.0003678577,0.00007092021,0.0001730152,0.00007185788,0.000319537,0.0001507507,0.000434335],"category_scores_gemma":[0.0003453329,0.0002224003,0.0001980094,0.0001277325,0.00004917131,0.0003952995,0.0002041017,0.0004961258,0.0001648929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476758,"about_ca_system_score_gemma":0.00008534307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007474085,"about_ca_topic_score_gemma":0.002004541,"domain_scores_codex":[0.998454,0.00004048485,0.0001835776,0.0006302736,0.0003650475,0.0003266654],"domain_scores_gemma":[0.998567,0.0001185342,0.00009040971,0.0005243656,0.000351465,0.0003481631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007542883,0.0154459,0.9624655,0.00003959162,0.0001894653,0.00001295164,0.001047218,0.000001787712,0.01202534,0.006295748,0.0005720371,0.00182903],"study_design_scores_gemma":[0.001054392,0.0003158094,0.9783536,0.00007157549,0.0001130524,0.000007338145,0.0004725834,0.000159813,0.007750094,0.009592064,0.00186686,0.0002427917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910953,0.00001945925,0.0002211332,0.001464276,0.0006594354,0.0008483229,0.0001505699,0.0001559234,0.005385585],"genre_scores_gemma":[0.9904038,0.000003929624,0.006299714,0.0003424881,0.002029356,0.00004324688,0.0000759736,0.00004140535,0.0007600395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588812,"threshold_uncertainty_score":0.906922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149701245818557,"score_gpt":0.2911385188384232,"score_spread":0.2796415063802377,"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."}}