{"id":"W4402391243","doi":"10.23889/ijpds.v9i5.2487","title":"Ethnoracial disparities in childhood growth trajectories in Brazil: a longitudinal nationwide study of four million children","year":2024,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Demography; Environmental health; Geography; Medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161808,0.0001259379,0.000170664,0.001480273,0.0001771539,0.0005989427,0.001179949,0.00004160637,0.0000148223],"category_scores_gemma":[0.0006808654,0.0001175478,0.00004671655,0.0009251806,0.00009396363,0.003853338,0.0001724988,0.0002654576,0.000001370629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193633,"about_ca_system_score_gemma":0.00006794186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893194,"about_ca_topic_score_gemma":0.004413202,"domain_scores_codex":[0.9976637,0.0000610723,0.0006695796,0.0004207002,0.0009721728,0.0002127958],"domain_scores_gemma":[0.9991632,0.0001334546,0.0001592486,0.0001820672,0.0003060265,0.00005606433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001861983,0.0004480086,0.9941719,0.00001493683,0.00001921819,0.00001114858,0.001074315,0.0003569482,0.00007627228,0.0008511726,0.0002171906,0.002572717],"study_design_scores_gemma":[0.001361199,0.0001194595,0.98769,0.0002211922,0.00001320977,0.00009024403,0.0001178813,0.004604908,0.0002512539,0.005360282,0.00004345618,0.0001268624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928244,0.00009963381,0.0004824163,0.002266771,0.003538169,0.0004256888,0.0003184229,0.00002741461,0.00001710787],"genre_scores_gemma":[0.9986768,0.00002142732,0.0003877982,0.00006624912,0.0005119718,0.00001103867,0.0003055846,0.00001283237,0.00000629595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006481822,"threshold_uncertainty_score":0.5775618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05113928544764079,"score_gpt":0.3867927555014098,"score_spread":0.3356534700537691,"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."}}