{"id":"W4379536766","doi":"10.18203/2320-1770.ijrcog20231766","title":"Correlation of placental laterality and uterine artery Doppler in pre-eclampsia","year":2023,"lang":"en","type":"article","venue":"International Journal of Reproduction Contraception Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Uterine artery; Placenta; Eclampsia; Preeclampsia; Obstetrics; Laterality; Prospective cohort study; Gestation; Pregnancy; Gynecology; Fetus; Internal medicine; Biology","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":[0.0005422191,0.00007740764,0.000248513,0.0004667104,0.00002630084,0.00001141481,0.00004294754,0.00008294279,0.00004301456],"category_scores_gemma":[0.002079888,0.00006909078,0.00004694107,0.0002061667,0.00008551251,0.0001874026,0.00004185467,0.0001778531,0.000001968185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006814863,"about_ca_system_score_gemma":0.00003156477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009979482,"about_ca_topic_score_gemma":0.00001015395,"domain_scores_codex":[0.9989583,0.00006375377,0.0005096574,0.0001699283,0.0002061583,0.00009224006],"domain_scores_gemma":[0.9986378,0.0005638943,0.0003385064,0.00008389045,0.0003359246,0.00004000998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008210336,0.0002303894,0.869009,0.00008902258,0.0002759788,0.0001557715,0.001914275,0.0006151077,0.004500811,0.0007531325,0.0005977274,0.1210377],"study_design_scores_gemma":[0.002544131,0.0002868067,0.9868082,0.00008341136,0.00002948316,0.0007447513,0.000180622,0.001205805,0.0002455233,0.0007068652,0.007106419,0.00005800029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991519,0.001808816,0.0004144859,0.003440728,0.002558374,0.0001479353,0.000008168986,0.00001143532,0.00009100851],"genre_scores_gemma":[0.9932485,0.006052109,0.0001617447,0.000052241,0.0001637704,0.000003870613,0.00001359066,0.000005123364,0.0002990842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209797,"threshold_uncertainty_score":0.281744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977025393424119,"score_gpt":0.304202979476999,"score_spread":0.2844327255427578,"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."}}