{"id":"W3096530647","doi":"10.1182/blood-2020-139502","title":"Maternal Red Blood Cell Alloimmunization Managed with Intrauterine Blood Transfusion: Predictors of Poor Outcome","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Interquartile range; Blood transfusion; Pregnancy; Gestational age; Obstetrics; Anemia; Retrospective cohort study; Pediatrics; Exchange transfusion; Birth weight; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001290349,0.0003193141,0.0006117267,0.0001143373,0.0000828652,0.00002209991,0.0002140266,0.000162059,0.0003153941],"category_scores_gemma":[0.00001542985,0.000251312,0.0001536052,0.0004564875,0.00007890868,0.0001224308,0.00004896446,0.0003378713,0.000008963913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004949641,"about_ca_system_score_gemma":0.00004621469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232621,"about_ca_topic_score_gemma":0.00002578042,"domain_scores_codex":[0.9980083,0.00005552249,0.0006475865,0.0004480332,0.0005200124,0.0003205089],"domain_scores_gemma":[0.9990317,0.00002314993,0.0001604441,0.0003812891,0.0001220219,0.0002813761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00111672,0.003822486,0.6465671,0.001589839,0.001076633,0.0006800271,0.000956697,0.00002144212,0.3436599,0.0001239496,0.00003510929,0.0003500208],"study_design_scores_gemma":[0.0426205,0.005592012,0.3075074,0.0003788888,0.008095877,0.0004468348,0.0001609573,0.000134561,0.6338473,0.00001659966,0.0007253985,0.0004736934],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944104,0.0002367054,0.0004905379,0.001841874,0.0001001296,0.0007585403,0.00004051343,0.0001994503,0.001921844],"genre_scores_gemma":[0.9950307,0.0006139192,0.003361266,0.0004333688,0.000201253,0.000020115,0.0000904862,0.00007818858,0.0001707304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3390598,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009721016187303026,"score_gpt":0.2013094377797661,"score_spread":0.1915884215924631,"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."}}