{"id":"W2991697823","doi":"10.1016/j.tmrv.2019.11.007","title":"Evaluating the Clinical Effect of Female Blood Donors of Child-Bearing Age on Maternal and Neonatal Outcomes: A Cohort Study","year":2019,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; Ontario Stroke Network; Ottawa Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Obstetrics; Placental abruption; Pregnancy; Gestational age; Pediatrics; Small for gestational age; Cohort study; Gestational diabetes; Cohort; Blood transfusion; Apgar score; Cord blood; Gestation; Surgery; Internal medicine","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":[0.008931277,0.0002449754,0.001092361,0.0001717177,0.000119606,0.00002841504,0.0002681491,0.00005985778,0.0007472922],"category_scores_gemma":[0.0005703258,0.0001228742,0.0001909636,0.0003394285,0.000115428,0.0002773776,0.00005789963,0.0003504737,0.00004846285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003247903,"about_ca_system_score_gemma":0.000008217211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292427,"about_ca_topic_score_gemma":0.0002179053,"domain_scores_codex":[0.9972055,0.0003404999,0.001231397,0.0003828577,0.0006857025,0.0001540597],"domain_scores_gemma":[0.9980678,0.0007906349,0.0006188612,0.000422734,0.00007746508,0.00002248028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961025,0.0001706665,0.904203,0.0008085516,0.000109091,0.000004532403,0.0001814135,0.000003969798,0.0001752803,0.0001824539,0.00001757269,0.09394737],"study_design_scores_gemma":[0.007498345,0.001507428,0.9827874,0.00140189,0.001718083,0.000008443654,0.000277818,0.00018149,0.0001461882,0.00001910093,0.004285262,0.0001685756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899782,0.001419376,0.0000177033,0.0008231036,0.0004226652,0.003191179,8.572084e-7,0.00002471974,0.004122229],"genre_scores_gemma":[0.9859289,0.0127752,0.00003640917,0.000852233,0.0002284807,0.00005271979,0.000005243589,0.00002166171,0.00009917485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09377879,"threshold_uncertainty_score":0.8182325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06675094924627584,"score_gpt":0.3898768018213463,"score_spread":0.3231258525750705,"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."}}