{"id":"W2761873197","doi":"10.1093/pch/19.6.e35-62","title":"64: Epidemiology and Determinants of Transfusions of Red Blood Cells, Plasma and Platelet Concentrates in a Neonatal Intensive Care Unit (NICU): A Single Center Cohort Study","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Platelet; Blood product; Neonatal intensive care unit; Cord blood; Platelet transfusion; Gestational age; Hemoglobin; Blood transfusion; Cohort; Prospective cohort study; Incidence (geometry); Pediatrics; Single Center; Birth weight; Cohort study; Obstetrics; Pregnancy; Internal medicine; Surgery","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":[0.0008632302,0.0003033205,0.0004246888,0.0008558962,0.0004968356,0.000679487,0.000520931,0.0006243093,0.001722165],"category_scores_gemma":[0.002385879,0.000662252,0.0006441646,0.00150958,0.0002799213,0.0007291079,0.0005890348,0.000657512,0.0002954001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005413742,"about_ca_system_score_gemma":0.0005674504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545116,"about_ca_topic_score_gemma":0.01247538,"domain_scores_codex":[0.9991251,0.0001843387,0.0001669703,0.0002222375,0.0001733675,0.0001280221],"domain_scores_gemma":[0.9988198,0.0001295044,0.0005155336,0.0001668971,0.000120112,0.00024809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007875142,0.00003110426,0.9990857,0.000005223558,0.00006585213,0.00006725278,0.00005679917,0.00002679541,0.0001715463,0.00001333849,0.00009960345,0.000298166],"study_design_scores_gemma":[0.000005187194,0.00008042912,0.9992933,0.000007643845,0.0000218306,0.0002059411,0.0001643335,0.0001072969,0.0000304766,0.000008051979,0.00007172935,0.000003667123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998733,0.0001506699,0.00006910285,0.00002763638,0.000007198883,0.00001222768,0.0007209546,0.000002975274,0.0002763173],"genre_scores_gemma":[0.9990336,0.0001138432,0.00007926449,0.00002780387,0.000009870671,0.00002056371,0.0005254742,0.00000314479,0.0001864458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545116,"threshold_uncertainty_score":0.03072244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829819527633973,"score_gpt":0.2951929057510074,"score_spread":0.2768947104746676,"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."}}