{"id":"W4400414084","doi":"10.1001/jamapediatrics.2024.1880","title":"Diet Quality Among Children","year":2024,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; National Health and Nutrition Examination Survey; Cross-sectional study; Environmental health; Quality (philosophy); Pediatrics; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008624036,0.0003481254,0.0004018898,0.001346975,0.0005512334,0.001019527,0.0005753834,0.000533539,0.002582409],"category_scores_gemma":[0.003191908,0.0003710857,0.0009147108,0.003104693,0.0002104365,0.0008794084,0.000816512,0.0009620063,0.0007433844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110039,"about_ca_system_score_gemma":0.0007254301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04970445,"about_ca_topic_score_gemma":0.05200623,"domain_scores_codex":[0.9989344,0.0001484307,0.0001514008,0.0002983226,0.0002955181,0.0001718347],"domain_scores_gemma":[0.997644,0.0001531496,0.001422672,0.00016363,0.000374392,0.0002422385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003543085,0.0000413308,0.9977244,0.00002953385,0.00009501276,0.00001526267,0.00005587062,0.0000295042,0.00003317806,0.0000329809,0.0007390352,0.00116833],"study_design_scores_gemma":[0.000005023886,0.00001954826,0.999217,0.000009931049,0.00002398489,0.00004641975,0.00004655275,0.00002656341,0.00002274176,0.00001061479,0.0005692633,0.000002321227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932658,0.001698177,0.0003758617,0.0003466585,0.00003957978,0.0001044333,0.05894808,0.00004028863,0.00578887],"genre_scores_gemma":[0.9658386,0.0009867657,0.0007708252,0.0003030401,0.0000470179,0.0002696947,0.03009592,0.00002183316,0.001666442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04970445,"threshold_uncertainty_score":0.09883028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675967084658191,"score_gpt":0.2968958297841614,"score_spread":0.2801361589375795,"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."}}