{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01308018,0.0004034242,0.0008342222,0.001099362,0.0004365601,0.00100751,0.001226953,0.0008014044,0.002043341],"category_scores_gemma":[0.02222607,0.0006048878,0.001647138,0.001989688,0.0005774623,0.0005595979,0.0009421316,0.0008258987,0.0002827319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008190146,"about_ca_system_score_gemma":0.001267739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006036894,"about_ca_topic_score_gemma":0.006761209,"domain_scores_codex":[0.9917058,0.004268548,0.001205833,0.001330835,0.001074772,0.0004142819],"domain_scores_gemma":[0.95961,0.009477705,0.02248537,0.004754715,0.001912602,0.001759741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501854,0.00005643088,0.9956868,0.00006838133,0.0006578944,0.00002336875,0.00005659552,0.00006918078,0.00004579117,0.00002133245,0.0002235235,0.001588696],"study_design_scores_gemma":[0.0003399885,0.000876008,0.9958223,0.00008655054,0.001268835,0.0003706217,0.0001342907,0.0003065935,0.0001362677,0.0000435679,0.0005993492,0.00001568927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948548,0.002658915,0.0005061973,0.0001380281,0.00002977976,0.00005604287,0.0009536725,0.000007008958,0.0007955517],"genre_scores_gemma":[0.9987193,0.0004029731,0.0002112497,0.0000649148,0.00002618012,0.00002189932,0.0004364396,0.000006320863,0.0001106859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308018,"threshold_uncertainty_score":0.06917542,"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."}}