{"id":"W3047434979","doi":"10.1016/j.ajog.2020.07.054","title":"Fetal growth velocity standards from the Fetal Growth Longitudinal Study of the INTERGROWTH-21st Project","year":2020,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology; Beijing Obstetrics and Gynecology Hospital, Capital Medical University; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Bill and Melinda Gates Foundation","keywords":"Medicine; Fetal growth; Fetus; Growth velocity; Obstetrics; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01438938,0.001233491,0.0009785668,0.004496732,0.0008298727,0.001191941,0.002244456,0.001002351,0.002270721],"category_scores_gemma":[0.01969451,0.0006466114,0.0008190715,0.004386039,0.0004057567,0.0006819227,0.002070927,0.00180937,0.001497022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001042,"about_ca_system_score_gemma":0.002371189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02026963,"about_ca_topic_score_gemma":0.0203557,"domain_scores_codex":[0.9922517,0.002831206,0.001233255,0.0006137785,0.002719948,0.0003500533],"domain_scores_gemma":[0.9825927,0.002608577,0.004520158,0.001473639,0.007830248,0.0009745355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004063792,0.0005388644,0.8198797,0.0009386421,0.0007246768,0.0002047121,0.0009279927,0.002447366,0.001406463,0.003989183,0.06378988,0.1010887],"study_design_scores_gemma":[0.000320846,0.000655584,0.9528015,0.0003514422,0.0002545094,0.0002456944,0.000229454,0.0008420443,0.0008055036,0.0007252399,0.04271863,0.00004963683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4209513,0.0151113,0.04990319,0.004034032,0.002115929,0.008190141,0.4319278,0.002291699,0.06547448],"genre_scores_gemma":[0.4405327,0.007454854,0.07764244,0.0008690836,0.0004492302,0.02596948,0.4261968,0.0006929692,0.02019246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02026963,"threshold_uncertainty_score":0.07609922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998885033972568,"score_gpt":0.2833816848250173,"score_spread":0.2533928344852916,"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."}}