{"id":"W4401964629","doi":"10.1016/j.jogc.2024.102643","title":"Pre-delivery BMI and the Accuracy of Fetal Weight Estimation in Very Preterm Infants","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Preterm delivery; Obstetrics; Estimation; Fetal weight; Pediatrics; Birth weight; Pregnancy; Fetus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004956906,0.0003912807,0.0005539234,0.001153429,0.0003126948,0.00139938,0.00114864,0.001200789,0.001121566],"category_scores_gemma":[0.04883538,0.0004561304,0.0005232365,0.0009923493,0.0004201991,0.0006750202,0.0005819139,0.001498186,0.0003595804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008167467,"about_ca_system_score_gemma":0.0007633857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03471154,"about_ca_topic_score_gemma":0.03097614,"domain_scores_codex":[0.9972928,0.001156765,0.0003270296,0.0002478246,0.0007335374,0.0002419886],"domain_scores_gemma":[0.9731553,0.0170606,0.004389036,0.001809411,0.002628457,0.0009572444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000313802,0.00002733885,0.9947405,0.0000179046,0.00006770265,0.00004595027,0.00007444884,0.00028035,0.00009678424,0.00003244681,0.0001436037,0.00415922],"study_design_scores_gemma":[0.000008205642,0.000135231,0.993992,0.00006242985,0.00009637242,0.0003141469,0.0001805508,0.004592108,0.000256874,0.00008457383,0.000266073,0.00001149754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931472,0.002873385,0.0007010653,0.0005495436,0.0001091603,0.00001118671,0.0005501019,0.0000243513,0.002033972],"genre_scores_gemma":[0.9984652,0.0004534272,0.000443097,0.000056425,0.0000330046,0.000004531215,0.0002463633,0.000007240502,0.0002908056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03471154,"threshold_uncertainty_score":0.06901902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00832600780158593,"score_gpt":0.2556606212531338,"score_spread":0.2473346134515478,"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."}}