{"id":"W3213373125","doi":"10.1182/blood-2021-147941","title":"Intravenous Immunoglobulin in the Management of Severe Early Onset Red Blood Cell Alloimmunization","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Gestation; Pregnancy; Fetus; Anemia; Obstetrics; Gestational age; Blood transfusion; Pediatrics; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002059292,0.0001125617,0.0002083802,0.00004989937,0.00004629634,0.00001478218,0.0001317696,0.00008011483,0.00008975977],"category_scores_gemma":[0.000005724914,0.00008823306,0.00007368574,0.0004189144,0.00002420766,0.00003503069,0.00004304401,0.0001875842,0.000009532363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006614121,"about_ca_system_score_gemma":0.00004149374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001086749,"about_ca_topic_score_gemma":0.00002603831,"domain_scores_codex":[0.9990101,0.00007869853,0.0002908031,0.0001889475,0.0002584399,0.000172956],"domain_scores_gemma":[0.9993523,0.0000265093,0.00005749902,0.0004626069,0.00007218357,0.00002885732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00142492,0.08405412,0.5583523,0.006204852,0.004845143,0.01529674,0.02703411,0.0001234084,0.2720125,0.004541221,0.0005082104,0.02560251],"study_design_scores_gemma":[0.01346664,0.0006293816,0.9100974,0.0005086012,0.001723402,0.0005269892,0.001469579,0.000006056706,0.07060529,0.0002395624,0.0005504707,0.0001766279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895995,0.001454588,0.00002530867,0.0005270844,0.00004682124,0.000361167,0.000009698009,0.00001868404,0.007957119],"genre_scores_gemma":[0.99659,0.001071607,0.001697718,0.0001499863,0.00002522722,0.00001376108,0.00008936302,0.00001657057,0.0003457241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517451,"threshold_uncertainty_score":0.359804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007004405129520927,"score_gpt":0.2071329469037332,"score_spread":0.2001285417742123,"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."}}