{"id":"W7159998929","doi":"10.1093/pch/pxaf130","title":"Minimizing blood loss and need for transfusions in newborns","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Cord clamping; Umbilical cord; Blood transfusion; Blood loss; Anemia; Fetus; Whole blood; Pregnancy","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":[0.001195526,0.0003112757,0.0004771797,0.0005153732,0.0003693957,0.0009587557,0.0003701596,0.0003613435,0.001247562],"category_scores_gemma":[0.00579118,0.00008690477,0.0002223784,0.0003129608,0.0002179817,0.0003332784,0.0004057546,0.0006038803,0.0003513192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638889,"about_ca_system_score_gemma":0.0008576919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499141,"about_ca_topic_score_gemma":0.0009974175,"domain_scores_codex":[0.9992592,0.0002768972,0.0001072212,0.00004456429,0.0002304486,0.00008168651],"domain_scores_gemma":[0.9987094,0.0003502489,0.0004483224,0.00006570014,0.0002264396,0.000199785],"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":[0.003533889,0.0005326812,0.3846064,0.001535639,0.0002890159,0.004507085,0.00115828,0.001974671,0.02611115,0.002633408,0.01520186,0.557916],"study_design_scores_gemma":[0.0001596622,0.009070962,0.7799554,0.00401343,0.0006640332,0.03709775,0.003205662,0.008171597,0.08714186,0.004173072,0.06621946,0.0001270781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183742,0.04723122,0.01322997,0.004542857,0.0005617142,0.0003076486,0.0004103042,0.0005091708,0.01483295],"genre_scores_gemma":[0.9820208,0.005897074,0.009521707,0.0005513433,0.0001332099,0.0001443846,0.0001414264,0.00004388233,0.001546213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499141,"threshold_uncertainty_score":0.006322563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131555219227383,"score_gpt":0.282462855859206,"score_spread":0.2711473036669322,"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."}}