{"id":"W7115289050","doi":"","title":"Neonatal mortality risk of large-for-gestational-age and macrosomic live births in 15 countries, including 115.6 million nationwide linked records, 2000–2020","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Children's Investment Fund Foundation","keywords":"Gestational age; Neonatal mortality; Interquartile range; Fetal macrosomia; Pregnancy; Live birth; Relative risk; Gestation; Birth weight","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006162462,0.0001711933,0.0003105299,0.0001863397,0.0005684052,0.00001108474,0.0001569134,0.0002416522,0.01474694],"category_scores_gemma":[0.001838194,0.0001659524,0.00005340047,0.0003751283,0.00001463349,0.0001816616,0.0002323088,0.0005393249,0.0006604107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541646,"about_ca_system_score_gemma":0.0004073764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661803,"about_ca_topic_score_gemma":0.009854184,"domain_scores_codex":[0.9978843,0.0003175727,0.0006721685,0.0003469693,0.0003060153,0.0004729195],"domain_scores_gemma":[0.9972928,0.001651365,0.0004129313,0.0001796763,0.0003334065,0.0001298341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000716084,0.00007765832,0.7567773,0.02159781,0.0001081773,0.0003302867,0.02457382,0.00009744827,0.00006998888,0.0004915104,0.1884709,0.006689067],"study_design_scores_gemma":[0.001368431,0.00006053362,0.9123966,0.003487477,0.000009802335,0.000002290983,0.001430919,0.002687779,0.00006357003,0.001795734,0.07648131,0.0002155714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5833276,0.0005721941,0.000001982346,0.0002524722,0.0001618525,0.0007994387,0.4147371,0.00007251823,0.00007484003],"genre_scores_gemma":[0.8730581,0.0007194901,0.0001114985,0.0004549495,0.0002403769,0.0006513108,0.1235041,0.00003923109,0.001220908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.291233,"threshold_uncertainty_score":0.9861537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018593544353777,"score_gpt":0.4221377296617853,"score_spread":0.3202783752264076,"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."}}