{"id":"W2110544737","doi":"10.1136/ebm.15.1.23","title":"Primary care screening and brief counselling for overweight or mildly obese children does not improve BMI, nutrition or physical activity","year":2010,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"Overweight; Primary care; Medicine; Intervention (counseling); Obesity; Pediatrics; Physical therapy; Physical activity; Randomized controlled trial; Gerontology; Family medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008917058,0.001154782,0.003218188,0.001134753,0.002876009,0.002082447,0.003270418,0.04702328,0.0143437],"category_scores_gemma":[0.0730206,0.0008399877,0.002643022,0.001436759,0.001730663,0.002922365,0.0009575343,0.0324788,0.01014064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005756465,"about_ca_system_score_gemma":0.007489182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03374028,"about_ca_topic_score_gemma":0.04642006,"domain_scores_codex":[0.9929962,0.002874164,0.00099068,0.0005715229,0.002039096,0.0005283268],"domain_scores_gemma":[0.9606437,0.02873685,0.001964826,0.0005010022,0.005993716,0.002159945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004588359,0.00002507822,0.0002648552,0.0003701185,0.00004546292,0.000223061,0.00004697854,0.00002957338,0.00005606313,0.0005322219,0.9899569,0.007990947],"study_design_scores_gemma":[0.003152254,0.0005624693,0.006173338,0.006882441,0.0008028444,0.001135471,0.0006782753,0.0007240972,0.0004756042,0.008207245,0.9710136,0.0001922069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003783097,0.00500887,0.00006905661,0.9631543,0.02849023,0.0000254424,0.0004168919,0.000026767,0.002430216],"genre_scores_gemma":[0.003599416,0.003732731,0.0002097918,0.9480873,0.03918029,0.0001307543,0.0001673651,0.00002357924,0.00486877],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04702328,"threshold_uncertainty_score":0.06708777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09911229386936782,"score_gpt":0.429953120711196,"score_spread":0.3308408268418282,"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."}}