{"id":"W2290267293","doi":"10.1159/000443881","title":"Prediction of Small for Gestational Age: Accuracy of Different Sonographic Fetal Weight Estimation Formulas","year":2016,"lang":"en","type":"article","venue":"Fetal Diagnosis and Therapy","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Fetal weight; Gestational age; Fetus; Obstetrics; Crown-rump length; Estimation; Small for gestational age; Ultrasonography; Pregnancy; Radiology; First trimester","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":[],"consensus_categories":[],"category_scores_codex":[0.00008021934,0.0001129459,0.0002586102,0.00007692544,0.00005770781,0.000004467239,0.0000355347,0.00005773917,0.00002827448],"category_scores_gemma":[0.00008555225,0.00006567914,0.0001318744,0.00005623796,0.0001022171,0.0001005681,0.00001333925,0.00003272864,3.821039e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008013343,"about_ca_system_score_gemma":0.00001440534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007701085,"about_ca_topic_score_gemma":0.000007697595,"domain_scores_codex":[0.9993531,0.00002059365,0.0002542419,0.0001408709,0.0001198297,0.000111434],"domain_scores_gemma":[0.9991125,0.000517696,0.0001439551,0.0001055799,0.000080297,0.00003992078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008464303,0.0006419509,0.4269595,0.0003077305,0.0004097516,0.000001254952,0.000449518,0.000001665834,0.00652168,0.003955434,0.0002362627,0.5596688],"study_design_scores_gemma":[0.004542071,0.001483127,0.9556199,0.0007132526,0.00009651273,0.000003736607,0.0000155642,0.0004544126,0.02438728,0.01154557,0.001051336,0.00008720379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891883,0.00394625,0.004995757,0.0007531259,0.0001249921,0.0006481424,0.0001916613,0.00001992277,0.0001319073],"genre_scores_gemma":[0.9807312,0.01768976,0.001085689,0.0000373711,0.00005817084,0.0002991113,0.00005130882,0.000009879341,0.00003753565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5595816,"threshold_uncertainty_score":0.2678318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495360502160402,"score_gpt":0.281537365025722,"score_spread":0.2320013148096818,"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."}}