{"id":"W3084232453","doi":"10.1111/trf.16061","title":"Impact of red blood cell alloimmunization on fetal and neonatal outcomes: A single center cohort study","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Obstetrics; Pregnancy; Incidence (geometry); Fetus; Retrospective cohort study; Pediatrics; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009996542,0.0001947076,0.0004129376,0.00007294366,0.0000624013,0.00001025395,0.00005819363,0.00009298901,0.0001489571],"category_scores_gemma":[0.00001257625,0.0001429588,0.0001599788,0.0001964952,0.00003230709,0.00007185744,0.00001721308,0.0002058632,0.000004568929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000161125,"about_ca_system_score_gemma":0.00002432455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643683,"about_ca_topic_score_gemma":0.00002970558,"domain_scores_codex":[0.9988178,0.0000495213,0.000301443,0.0003163067,0.0003559317,0.0001589672],"domain_scores_gemma":[0.9994984,0.00002757016,0.00004873633,0.0002067332,0.00006525469,0.0001533475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005456,0.003165511,0.8621932,0.00007952742,0.0001796879,0.00003760781,0.002225587,0.000008706623,0.1285159,0.000002021549,0.00001117286,0.002575615],"study_design_scores_gemma":[0.01205819,0.009431731,0.9674633,0.00006660373,0.0005128029,0.00002260505,0.0002403489,0.000162965,0.00987522,0.000002154722,0.00002864657,0.0001354829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971632,0.00005944477,0.0002314303,0.0004427461,0.00004506421,0.001227571,0.00002376131,0.00005711681,0.0007496221],"genre_scores_gemma":[0.9994588,0.0001421709,0.0001019499,0.0001211617,0.00003016537,0.000006826056,0.00007391475,0.00003099142,0.00003399583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1186407,"threshold_uncertainty_score":0.582969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553603801388426,"score_gpt":0.2534648978755167,"score_spread":0.2379288598616324,"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."}}