{"id":"W4321597039","doi":"10.1111/trf.17276","title":"Serologic reactivity of unidentified specificity in antenatal testing and hemolytic disease of the fetus and newborn: The <scp>BEST</scp> collaborative study","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; Children's & Women's Health Centre of British Columbia; University of British Columbia; BC Children's Hospital; Canadian Blood Services","funders":"","keywords":"ABO blood group system; Serology; Antibody; Fetus; Pregnancy; Medicine; Obstetrics; Immunology; Biology; Genetics","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":[0.006809795,0.0004028451,0.0004441049,0.002000287,0.0006561158,0.0009068102,0.0008910347,0.0007311845,0.0005960197],"category_scores_gemma":[0.01433835,0.000418266,0.0004110445,0.001750753,0.0006997175,0.0004063061,0.001216722,0.0006582139,0.0001600799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008362512,"about_ca_system_score_gemma":0.001523849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188478,"about_ca_topic_score_gemma":0.01412613,"domain_scores_codex":[0.9943308,0.002203753,0.000762186,0.0008567828,0.001437388,0.0004091583],"domain_scores_gemma":[0.9769421,0.004868455,0.01242895,0.002142496,0.001739268,0.001878878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003412502,0.000006794584,0.9991,0.000007809682,0.00001968667,0.00009038277,0.00005421205,0.00001191779,0.00003601482,0.000005627543,0.00005179555,0.000581692],"study_design_scores_gemma":[0.00001060441,0.000073091,0.9973346,0.00002524763,0.00005794786,0.001884104,0.0001458116,0.00007987118,0.00009601923,0.00001447332,0.0002737625,0.0000045054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971706,0.0007366128,0.0002497651,0.0001203252,0.000009426592,0.00002420043,0.0005395659,0.000004692488,0.001144828],"genre_scores_gemma":[0.9990815,0.0001870989,0.0002273498,0.00003660527,0.00001531042,0.00001213625,0.0003819588,0.000002695269,0.00005522857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188478,"threshold_uncertainty_score":0.03747618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950394410332871,"score_gpt":0.2618296849056809,"score_spread":0.2323257408023522,"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."}}