{"id":"W4408633860","doi":"10.6026/973206300210205","title":"Estimating gestational age using placental thickness and fetal weight","year":2025,"lang":"en","type":"article","venue":"Bioinformation","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Gestational age; Fetus; Fetal weight; Medicine; Gestation; Obstetrics; Pregnancy; Positive correlation; Birth weight; Statistical significance; Correlation; Internal medicine; Biology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008171947,0.000306253,0.0002517137,0.001835293,0.0001535961,0.0004418565,0.0002542718,0.0002479255,0.001651387],"category_scores_gemma":[0.002935214,0.0002052968,0.0002599873,0.001493503,0.0001983538,0.0003186041,0.0003331031,0.0004037209,0.0004391079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059467,"about_ca_system_score_gemma":0.000152386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158342,"about_ca_topic_score_gemma":0.002711487,"domain_scores_codex":[0.9994066,0.0002191853,0.00007337715,0.0001224689,0.0001286184,0.00004974705],"domain_scores_gemma":[0.9990565,0.00037893,0.0003364273,0.00008812581,0.00008427801,0.00005565976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003183463,0.00002303642,0.9775932,0.00006332755,0.0000720278,0.0001962815,0.0001643505,0.000331399,0.002538607,0.0001430275,0.0001613119,0.01839514],"study_design_scores_gemma":[0.000006440679,0.0002916011,0.9933299,0.00002953259,0.00006309136,0.001191372,0.0002038719,0.001469523,0.001886592,0.0001973642,0.001317086,0.00001352677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846336,0.003567179,0.0049053,0.0001105646,0.0000463352,0.00005656917,0.001715361,0.00006600803,0.004899019],"genre_scores_gemma":[0.9942923,0.00104216,0.003024491,0.00001888917,0.00001756597,0.00003838334,0.0005128291,0.000007036544,0.001046425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002158342,"threshold_uncertainty_score":0.005524397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946160769329026,"score_gpt":0.2870740849366546,"score_spread":0.2676124772433643,"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."}}