{"id":"W4388686664","doi":"10.1016/s0140-6736(23)02525-4","title":"Evidence to inform umbilical cord management at preterm birth","year":2023,"lang":"en","type":"article","venue":"The Lancet","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Umbilical cord; Medicine; Neonatal resuscitation; Cord clamping; Cord; Milking; Obstetrics; Pediatrics; Resuscitation; Emergency medicine; Surgery; History","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":[0.06154415,0.002165093,0.004428319,0.007937664,0.0008825744,0.009309058,0.005101735,0.010731,0.0204965],"category_scores_gemma":[0.3559541,0.00172195,0.004136629,0.00441983,0.004066266,0.006328898,0.005276874,0.01057273,0.003078455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006480381,"about_ca_system_score_gemma":0.01756782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301872,"about_ca_topic_score_gemma":0.02229451,"domain_scores_codex":[0.938888,0.0355433,0.01313515,0.002475718,0.008381186,0.001576649],"domain_scores_gemma":[0.5632395,0.3749493,0.02502838,0.008442421,0.0236147,0.00472574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005407669,0.0006911729,0.02514482,0.2562275,0.02572829,0.0007447017,0.001674884,0.003217327,0.0008112427,0.04279365,0.1225706,0.5149882],"study_design_scores_gemma":[0.005527372,0.001011952,0.01774265,0.6318237,0.03277623,0.0004434512,0.001665653,0.001169734,0.000731713,0.076317,0.2305431,0.0002475126],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005766923,0.7565666,0.001865763,0.2012318,0.0130138,0.0003572659,0.002677846,0.0000614318,0.01845866],"genre_scores_gemma":[0.2126415,0.6239366,0.01442917,0.1246669,0.01796841,0.0008677247,0.003354725,0.00009929276,0.002035705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06154415,"threshold_uncertainty_score":0.3254805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2134536174339517,"score_gpt":0.4501262561969759,"score_spread":0.2366726387630241,"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."}}