{"id":"W4387260631","doi":"10.1002/uog.26496","title":"OP06.04: Comprehensive audit of estimation of fetal weight in preterm and term population in a tertiary centre","year":2023,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Obstetrics; Population; Confounding; Singleton; Ultrasound; Gestational age; Birth weight; Gestation; 3D ultrasound; Pregnancy; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002858789,0.0003243966,0.0005359713,0.002987033,0.0007224449,0.00101404,0.001147604,0.0004344785,0.001450122],"category_scores_gemma":[0.008849647,0.000636888,0.0002252086,0.003059908,0.0006004434,0.0005248204,0.001673501,0.0005571983,0.0006308721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061219,"about_ca_system_score_gemma":0.005611087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05620091,"about_ca_topic_score_gemma":0.05661236,"domain_scores_codex":[0.9970334,0.0005444092,0.000786634,0.0003532781,0.000948858,0.0003335319],"domain_scores_gemma":[0.9853572,0.001732425,0.00469128,0.0009022543,0.005076065,0.002240766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001759862,0.00006388427,0.9809487,0.000260437,0.0000146962,0.001783061,0.0009496691,0.00007800594,0.0007185679,0.0000328727,0.001738796,0.01323546],"study_design_scores_gemma":[0.000005759515,0.000189723,0.9965717,0.00006634413,0.000009798021,0.001293122,0.0005236774,0.0001015285,0.0002702614,0.000007591076,0.0009512744,0.000009252601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914348,0.001403028,0.0004901673,0.0002167228,0.00002147332,0.0003645486,0.003919991,0.0001249833,0.0020242],"genre_scores_gemma":[0.9924683,0.001289385,0.001773689,0.0002244151,0.00003392901,0.0001985941,0.003003501,0.00004969442,0.0009584822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05620091,"threshold_uncertainty_score":0.1117476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335765841296628,"score_gpt":0.2614069341305586,"score_spread":0.2480492757175923,"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."}}