{"id":"W4243835356","doi":"10.1186/preaccept-2377513686367679","title":"Tackling inequalities in obesity: a protocol for a systematic review of the effectiveness of public health interventions at reducing socio-economic inequalities in obesity amongst children","year":2012,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Research Programme; Durham University; Newcastle University; National Institute for Health and Care Research","keywords":"Medicine; Socioeconomic status; Public health; Psychological intervention; Poverty; Overweight; Disadvantaged; Social inequality; Obesity; Environmental health; Gerontology; Inequality; Economic growth; Population; Nursing","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1689782,0.001042827,0.02202443,0.0007516728,0.0006948078,0.00003353763,0.00141656,0.0007015457,0.0001585759],"category_scores_gemma":[0.0192533,0.000619871,0.002896862,0.0009491786,0.0001643343,0.0005977102,0.0007192288,0.001532424,0.0001908753],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004330697,"about_ca_system_score_gemma":0.003183129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216669,"about_ca_topic_score_gemma":0.002255784,"domain_scores_codex":[0.8458129,0.1317922,0.01976372,0.0007575411,0.0006073229,0.001266317],"domain_scores_gemma":[0.9462515,0.0208001,0.03014229,0.002212598,0.0003472512,0.0002462686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000008740738,0.000362923,0.002018343,0.991777,0.0002364905,2.062633e-7,0.003126775,2.185428e-7,1.750278e-8,0.002024166,0.0001235185,0.0003216108],"study_design_scores_gemma":[0.0007077439,0.00009845429,0.0003046092,0.9885556,0.001281638,0.00001275241,0.001217605,0.000003095702,7.752407e-8,0.00009870744,0.007296863,0.0004228176],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004491223,0.5578,0.00005140626,0.00006211023,0.0002553524,0.4415326,0.0001442345,0.00002035118,0.0000889624],"genre_scores_gemma":[0.00004995916,0.5238379,0.00007386999,0.00007632322,0.00008904042,0.4755073,0.00006451734,0.00006495688,0.0002361357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1497249,"threshold_uncertainty_score":0.9996253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3413028806677596,"score_gpt":0.5329470484137918,"score_spread":0.1916441677460322,"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."}}