{"id":"W4238642215","doi":"10.1136/ebm1019","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":"article","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; Physical therapy; Physical activity; Randomized controlled trial; Gerontology; Pediatrics; Family medicine; Psychiatry; Internal medicine","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":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001839873,0.0003298029,0.0007212511,0.0001534073,0.00158553,0.00002470128,0.000226289,0.0003820325,0.0003618407],"category_scores_gemma":[0.002193901,0.0001937754,0.00008138543,0.0002249489,0.0003152911,0.001176406,0.00004803425,0.00173775,0.00001743976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343632,"about_ca_system_score_gemma":0.00109622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330818,"about_ca_topic_score_gemma":0.001991826,"domain_scores_codex":[0.9970285,0.0004563021,0.0005113107,0.0006663934,0.0006096284,0.0007278204],"domain_scores_gemma":[0.9868154,0.01122747,0.0005838586,0.0004565134,0.0004940284,0.0004227166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08751187,0.003259505,0.09444366,0.1109182,0.0003516738,0.0001272723,0.03388064,0.000009494663,0.1982332,0.001085966,0.02157879,0.4485997],"study_design_scores_gemma":[0.06629403,0.01670999,0.5114719,0.1060117,0.002604365,0.00004786182,0.01138944,0.007506942,0.05751859,0.0008697482,0.2164812,0.003094282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612631,0.001465607,0.004695293,0.02666511,0.001308551,0.004139604,0.0001936016,0.0001618628,0.0001072384],"genre_scores_gemma":[0.9691715,0.004641799,0.005343758,0.00940926,0.009337825,0.0007010396,0.0001527704,0.00006397395,0.001178106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4455054,"threshold_uncertainty_score":0.9997143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08531965447457678,"score_gpt":0.4386220368463075,"score_spread":0.3533023823717307,"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."}}