{"id":"W4400148845","doi":"10.1016/j.cdnut.2024.103321","title":"Sex-Specific Associations of Ultra-Processed Food Intake With Obesity in Early-Childhood","year":2024,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba; University of Alberta; University of Toronto","funders":"","keywords":"Childhood obesity; Obesity; Food intake; Environmental health; Psychology; Developmental psychology; Medicine; Endocrinology; Overweight","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004113639,0.0004018027,0.0002443842,0.0009118532,0.0007552966,0.0007346145,0.0006523485,0.000369927,0.003537547],"category_scores_gemma":[0.0009545126,0.0001998206,0.000589252,0.001407916,0.000366625,0.0001817003,0.0003741263,0.0004024355,0.0001807096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003084603,"about_ca_system_score_gemma":0.004056865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8251972,"about_ca_topic_score_gemma":0.9165596,"domain_scores_codex":[0.9995853,0.00002417041,0.00001878964,0.00008371487,0.0001372254,0.0001507],"domain_scores_gemma":[0.9992234,0.00004517316,0.0003208303,0.0000294504,0.0002175791,0.0001636239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006143643,0.00001179842,0.9966318,0.00003134393,0.00005980009,0.00003145583,0.0001181443,0.00002115618,0.0002306518,0.00005129227,0.000282469,0.002468578],"study_design_scores_gemma":[7.635596e-7,0.000005567369,0.9996712,0.00001132221,0.0000111585,0.00002572949,0.00007819161,0.0000116977,0.00002039322,0.00000644732,0.0001563828,0.000001151032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886544,0.004133954,0.0001092631,0.0002910859,0.0000251973,0.00001538994,0.003522389,0.00001168262,0.003236541],"genre_scores_gemma":[0.9961533,0.001148761,0.000227986,0.00005932473,0.000009584576,0.000009853737,0.001313518,0.000005413189,0.001072229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8251972,"threshold_uncertainty_score":0.3516645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918280176773615,"score_gpt":0.2809748761673546,"score_spread":0.2517920743996185,"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."}}