{"id":"W4280600262","doi":"10.1016/j.jogc.2022.02.119","title":"Sonographic Estimation of Fetal Weight in a Tertiary Care Centre: How Accurate Is It?","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Tertiary care; Estimation; Fetal weight; Body mass index; Obstetrics; Mass index; Ultrasound; Fetus; Pregnancy; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004655506,0.0006687145,0.001142869,0.002076929,0.0008318508,0.002578653,0.002580337,0.002398764,0.002655617],"category_scores_gemma":[0.0536047,0.0006609304,0.0004326705,0.002383834,0.001390437,0.002368746,0.001226923,0.002389982,0.0008646437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00352406,"about_ca_system_score_gemma":0.005042748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007589,"about_ca_topic_score_gemma":0.1012562,"domain_scores_codex":[0.9931049,0.002183226,0.001176815,0.000474854,0.002108146,0.000952093],"domain_scores_gemma":[0.9785977,0.009309408,0.00391338,0.0005409473,0.00515845,0.002479985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852024,0.0001361805,0.9745653,0.0001457671,0.0000487392,0.001785307,0.001007889,0.000231754,0.0003025211,0.0001142017,0.002226563,0.01925054],"study_design_scores_gemma":[0.00004203638,0.0004289232,0.981473,0.0006708922,0.0001265989,0.004427703,0.007455228,0.002983457,0.0005563048,0.0002767963,0.00149733,0.00006157864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959397,0.01128033,0.001126902,0.02003102,0.0004859527,0.00006013602,0.0006043913,0.00008117422,0.006933116],"genre_scores_gemma":[0.9911801,0.004823904,0.001675706,0.00114332,0.0004768345,0.00001579137,0.000265708,0.00003030739,0.0003883249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007589,"threshold_uncertainty_score":0.2003448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153572731036071,"score_gpt":0.2709414916530383,"score_spread":0.2555842185494313,"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."}}