{"id":"W2766363999","doi":"10.1093/pubmed/fdx129","title":"Development of the MapMe intervention body image scales of known weight status for 4–5 and 10–11 year old children","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Cancer Research Fund; Biotechnology and Biological Sciences Research Council; Medical Research Council; Directorate for Biological Sciences; Alzheimer’s Society; Alzheimer’s Research UK; Public Health Agency; British Heart Foundation; University College London; Economic and Social Research Council; Stroke Association; Diabetes UK; Department of Health and Social Care; Engineering and Physical Sciences Research Council; Alzheimer Society; National Institute for Health and Care Research; Wellcome Trust; Chief Scientist Office; Alzheimer's Society; Cancer Research UK","keywords":"Intervention (counseling); Body weight; Psychology; Environmental health; Medicine; Pediatrics; Gerontology; Developmental psychology; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004353339,0.0005178119,0.0006315991,0.0008426078,0.0006698533,0.0005553338,0.001140145,0.0004099583,0.01154228],"category_scores_gemma":[0.008673854,0.0004715183,0.0008424292,0.0002967216,0.0003168695,0.0006519538,0.002113442,0.0012109,0.001204087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008815104,"about_ca_system_score_gemma":0.002149425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180942,"about_ca_topic_score_gemma":0.006904234,"domain_scores_codex":[0.9985291,0.0005619669,0.0001092093,0.0001623272,0.0003959497,0.000241578],"domain_scores_gemma":[0.997811,0.0007294834,0.0002857493,0.0001873327,0.0005592588,0.0004271729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003301487,0.01901159,0.1166563,0.003394194,0.0001293515,0.0007407464,0.03558256,0.00122217,0.01079592,0.002485409,0.04256902,0.7641113],"study_design_scores_gemma":[0.001035937,0.006849911,0.8507176,0.0014128,0.0001375514,0.0004382979,0.01547032,0.002222841,0.009382654,0.001720826,0.1104461,0.0001652041],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9416256,0.0002141992,0.01092886,0.001363912,0.0003064893,0.01597481,0.005570041,0.0005979268,0.02341831],"genre_scores_gemma":[0.7393608,0.0006005771,0.1438984,0.00042025,0.0000891698,0.091098,0.004051946,0.0001577891,0.02032298],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01154228,"threshold_uncertainty_score":0.03861278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371656623058829,"score_gpt":0.3392782182273926,"score_spread":0.3055616519968043,"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."}}