{"id":"W4224209744","doi":"10.1111/trf.16869","title":"The Recipient Epidemiology and Donor Evaluation <scp>Study‐IV‐Pediatric</scp> (<scp>REDS‐IV‐P</scp>): A research program striving to improve blood donor safety and optimize transfusion outcomes across the lifespan","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Epidemiology; Observational study; Blood component; Donation; Blood product; Blood transfusion; Intensive care medicine; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02297727,0.0005651003,0.0005704361,0.001587644,0.0004743295,0.001261283,0.001277956,0.0004439284,0.001552092],"category_scores_gemma":[0.01383806,0.000382916,0.000798456,0.002715226,0.0004312552,0.0007601873,0.002077771,0.001269881,0.0003858465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591765,"about_ca_system_score_gemma":0.01207647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008351319,"about_ca_topic_score_gemma":0.008492431,"domain_scores_codex":[0.9903241,0.006384601,0.0008486331,0.0005708837,0.001421707,0.0004500895],"domain_scores_gemma":[0.9775559,0.005295897,0.006943944,0.002399804,0.003840814,0.003963659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002887368,0.00073821,0.8973545,0.0009384827,0.0008029419,0.00009012445,0.0004418924,0.0005964455,0.000820364,0.002639582,0.02536187,0.06732825],"study_design_scores_gemma":[0.00266063,0.003031268,0.9154408,0.001935468,0.001491182,0.0004042653,0.0008255664,0.001450399,0.003348552,0.0009761339,0.06839539,0.00004029416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647133,0.01369267,0.01885629,0.02315105,0.001056391,0.00746996,0.05243269,0.0002116236,0.01841611],"genre_scores_gemma":[0.8721004,0.01184576,0.04724643,0.006013894,0.001273418,0.008675499,0.04805456,0.0001620932,0.004628033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297727,"threshold_uncertainty_score":0.1215169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05649343048043669,"score_gpt":0.3532902886257819,"score_spread":0.2967968581453452,"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."}}