{"id":"W1986621138","doi":"10.1002/pdi.1214","title":"New government initiatives to tackle obesity— but will they work?","year":2008,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Work (physics); Government (linguistics); Obesity; Diabetes mellitus; Intensive care medicine; Internal medicine; Endocrinology; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03526016,0.002622703,0.002463704,0.002861205,0.008157121,0.02147993,0.004690445,0.03395155,0.03581474],"category_scores_gemma":[0.0451282,0.0009372138,0.002381328,0.004056566,0.01509024,0.02575266,0.01486118,0.02558288,0.01034999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007006389,"about_ca_system_score_gemma":0.04907088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352804,"about_ca_topic_score_gemma":0.01645748,"domain_scores_codex":[0.9793571,0.008504538,0.0005839851,0.001085769,0.003998444,0.006470226],"domain_scores_gemma":[0.9398581,0.01861629,0.002587236,0.002690977,0.009051962,0.02719544],"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":[0.0002711657,0.0005975807,0.002053694,0.001702744,0.0001748473,0.0003278205,0.00241434,0.0002164413,0.0002538465,0.08545671,0.7346946,0.1718362],"study_design_scores_gemma":[0.0003304906,0.0003506589,0.003543365,0.00693414,0.00009593514,0.0001855717,0.01013511,0.0002467356,0.0002534856,0.08792787,0.8898507,0.0001458056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005993415,0.02548533,0.0004532363,0.9521956,0.01490424,0.00003782323,0.00008358352,0.0001250913,0.006115755],"genre_scores_gemma":[0.02580913,0.05382314,0.00487498,0.887461,0.01518292,0.0003285274,0.000257157,0.0002224208,0.01204072],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03581474,"threshold_uncertainty_score":0.1864758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07873893217061598,"score_gpt":0.4386053473378729,"score_spread":0.3598664151672569,"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."}}