{"id":"W3002218633","doi":"10.1111/tme.12661","title":"Monitoring of prenatal patients using a combined antibody titre for Rh and non‐Rh antibodies","year":2020,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood groups and transfusion","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Titration; Antibody; Titer; Fetus; Medicine; Gestation; Chemistry; Immunology; Pregnancy; Biology","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":[0.0001482261,0.0002184266,0.0006544738,0.0001073641,0.0001122826,0.000004535971,0.00006760907,0.0001094843,0.00005955589],"category_scores_gemma":[0.00006293643,0.0001628862,0.00009129713,0.0002327246,0.0001568372,0.0001112592,0.00001544403,0.0001694838,7.120375e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001071375,"about_ca_system_score_gemma":0.00003210823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825035,"about_ca_topic_score_gemma":0.000005547106,"domain_scores_codex":[0.9985551,0.00001937495,0.0004781065,0.0003379629,0.0003808331,0.000228654],"domain_scores_gemma":[0.9992395,0.00008645485,0.00008735142,0.0001536584,0.0001933607,0.0002396704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00207839,0.0002973311,0.5991908,0.002129626,0.0001162482,0.00001680966,0.004579639,0.000002696479,0.3819458,0.00002784066,0.00006796497,0.009546862],"study_design_scores_gemma":[0.05286323,0.01195903,0.7194649,0.006989304,0.00192837,0.00003141247,0.001850998,0.006176644,0.1976859,0.00009858769,0.0004194249,0.000532223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990527,0.0006152998,0.005127517,0.002152422,0.0002558027,0.001076877,0.00003060041,0.00004619507,0.0001682239],"genre_scores_gemma":[0.9949239,0.001902776,0.002503066,0.0002090177,0.0003246438,0.00000681378,0.0000766243,0.00003417844,0.00001899684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842599,"threshold_uncertainty_score":0.6642306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878092043280231,"score_gpt":0.303657227001702,"score_spread":0.2748763065688997,"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."}}