{"id":"W2118445663","doi":"10.1046/j.1365-3016.2003.00514.x","title":"Ethnic variations in birthweight percentiles in Kuwait","year":2003,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percentile; Ethnic group; Gestational age; Small for gestational age; Demography; Birth weight; Population; Gestation; Obstetrics; Singleton; Pregnancy; Pediatrics; Environmental health; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":"observational","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":[],"consensus_categories":[],"category_scores_codex":[0.001675647,0.0001499523,0.0005415423,0.0003604405,0.00005720717,0.000002439734,0.00005024962,0.0002410649,0.0002339754],"category_scores_gemma":[0.00185428,0.0001300091,0.00004925747,0.0004584532,0.00008173065,0.00005611026,0.00002917345,0.0004289785,0.00003885019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008995485,"about_ca_system_score_gemma":0.0002247397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004048304,"about_ca_topic_score_gemma":0.0004182543,"domain_scores_codex":[0.9981187,0.0004120052,0.0005632764,0.0003562002,0.0000643344,0.0004854619],"domain_scores_gemma":[0.9987267,0.0008410874,0.00008650256,0.0001433302,0.00002041802,0.0001819703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003118806,0.00005746075,0.8477462,0.0001205379,0.000006451522,0.00003219525,0.0005642276,0.000002208077,0.000009412451,0.1468793,0.0001889757,0.004361919],"study_design_scores_gemma":[0.001213515,0.0001018428,0.9684789,0.00001855305,0.00001025272,0.0001135315,0.0001369001,0.0002809327,0.000002908013,0.02314681,0.006369971,0.0001259398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752103,0.01301769,0.0004106909,0.003107772,0.0002963235,0.0003221872,0.000009489119,0.00003120227,0.007594339],"genre_scores_gemma":[0.8996116,0.09448612,0.003833458,0.001818094,0.00009968178,0.00003773192,0.00001988617,0.00001208846,0.00008134172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237324,"threshold_uncertainty_score":0.5301616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416366450864678,"score_gpt":0.3426820277392296,"score_spread":0.2885183632305828,"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."}}