{"id":"W2883534207","doi":"10.1016/j.siny.2018.07.003","title":"A new wrinkle: Umbilical cord management (how, when, who)","year":2018,"lang":"en","type":"review","venue":"Seminars in Fetal and Neonatal Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"Dundee Cancer Centre; Universidad Complutense de Madrid","keywords":"Umbilical cord; Cord clamping; Medicine; Milking; Cord; Placental Circulation; Placenta; Blood transfusion; Obstetrics; Anesthesia; Pregnancy; Fetus; Surgery; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001246987,0.0009104352,0.003407664,0.001044642,0.0001211444,0.00002344418,0.0005486497,0.000681464,0.0009034538],"category_scores_gemma":[0.0006998869,0.0006462138,0.0002891872,0.001023116,0.000946948,0.0001265415,0.0008061322,0.00183134,0.0002009339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000453538,"about_ca_system_score_gemma":0.0006224244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459813,"about_ca_topic_score_gemma":0.00005749196,"domain_scores_codex":[0.9944285,0.0002268282,0.00122104,0.001440992,0.001554624,0.00112799],"domain_scores_gemma":[0.9964424,0.0005473989,0.0003822635,0.001023679,0.000115202,0.001488998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005225735,0.00005320271,0.00001849997,0.05610417,0.0001357773,0.003296989,0.0001172416,1.28302e-9,3.843903e-7,0.0002471493,0.01924445,0.9202595],"study_design_scores_gemma":[0.002397457,0.002734135,0.00003803472,0.09784222,0.0005381565,0.001951891,0.0001096444,0.000006142437,0.000001915571,0.0003133364,0.8936347,0.0004323789],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004524602,0.9894453,0.00009880415,0.001986895,0.0006145965,0.003016448,0.0000355712,0.00007978772,0.004677305],"genre_scores_gemma":[0.000006862385,0.9618475,0.001432606,0.0006643647,0.001494777,0.0001857587,0.0001830915,0.000131747,0.03405325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9198272,"threshold_uncertainty_score":0.9995989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07575120960203773,"score_gpt":0.4058487751891575,"score_spread":0.3300975655871198,"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."}}