{"id":"W4283367594","doi":"10.1111/trf.16952","title":"Rate of D‐alloimmunization in trauma does not depend on the number of <scp>RhD</scp>‐positive units transfused: The <scp>BEST</scp> collaborative study","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Titer; Resuscitation; Blood transfusion; Retrospective cohort study; Pediatrics; Internal medicine; Antibody; Immunology; Emergency 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":[0.001597479,0.0003926692,0.0007004137,0.0002392008,0.0005644815,0.00002292808,0.0004022479,0.0001449327,0.0001592946],"category_scores_gemma":[0.0001854986,0.0002274169,0.0001694468,0.002583684,0.0002004353,0.0001415227,0.00004782679,0.0009582111,0.000007218105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008569646,"about_ca_system_score_gemma":0.0002114409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773584,"about_ca_topic_score_gemma":0.002104729,"domain_scores_codex":[0.9959473,0.001399082,0.0008276298,0.0005235468,0.0009091675,0.0003932948],"domain_scores_gemma":[0.996565,0.002045518,0.0002200241,0.0006358573,0.0004451537,0.00008848545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00220328,0.01712811,0.1223048,0.0004315772,0.001202626,0.0002184964,0.4070619,0.002664041,0.4266315,0.007716242,0.0002559237,0.01218156],"study_design_scores_gemma":[0.0167861,0.005940947,0.3175076,0.0005071079,0.001216743,0.000048944,0.2145374,0.0005615946,0.4410023,0.0004255583,0.001312899,0.0001527283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910873,0.0001422086,0.0001669684,0.0009119532,0.0002552851,0.003759821,0.0002833457,0.00004184659,0.003351304],"genre_scores_gemma":[0.9980793,0.0005965249,0.00003029218,0.0003227514,0.00004469212,0.0002338224,0.0000787921,0.00006910833,0.0005446901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1952027,"threshold_uncertainty_score":0.927379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842889252045438,"score_gpt":0.2615370661220491,"score_spread":0.2431081736015948,"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."}}