{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1187429,0.007628599,0.02734685,0.01652209,0.006621569,0.0120533,0.005470776,0.01148019,0.06957375],"category_scores_gemma":[0.1716849,0.006872801,0.0221627,0.0205369,0.006535904,0.01163484,0.008179952,0.01171829,0.01295479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02279885,"about_ca_system_score_gemma":0.07802885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617701,"about_ca_topic_score_gemma":0.01928546,"domain_scores_codex":[0.8957149,0.04584529,0.03644161,0.007101405,0.01079958,0.00409732],"domain_scores_gemma":[0.8964697,0.0464083,0.02209135,0.009690641,0.02144161,0.003898532],"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":[0.005901884,0.000362587,0.0005819559,0.9091021,0.002799656,0.000703149,0.003028518,0.0009312952,0.001547847,0.003933841,0.03490484,0.0362024],"study_design_scores_gemma":[0.02877046,0.001351158,0.003533077,0.7753903,0.007499487,0.0004854991,0.001905608,0.0009335467,0.001618647,0.009163638,0.1688661,0.0004824814],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002642827,0.002379838,0.001342359,0.000621398,0.0003807973,0.990655,0.003643211,0.0001353451,0.0005777466],"genre_scores_gemma":[0.0002577075,0.001082935,0.002874089,0.0002329437,0.00003268721,0.9948984,0.0003185749,0.0000140821,0.0002885642],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1187429,"threshold_uncertainty_score":0.6279798,"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."}}