{"id":"W2228925615","doi":"10.1016/s1701-2163(15)30148-1","title":"Alloimmune Red Blood Cell Antibodies: Prevalence and Pathogenicity in a Canadian Prenatal Population","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Blood groups and transfusion","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canadian Blood Services; University of Alberta","funders":"University of Alberta; Canadian Blood Services","keywords":"Medicine; Antibody; Population; Pathogenicity; Immunology; Pregnancy; Environmental health; Genetics; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003171783,0.00009228646,0.0002809534,0.000263738,0.00004670012,0.00001061793,0.00005138162,0.0001105779,0.00002043705],"category_scores_gemma":[0.0008838296,0.00007911026,0.00002419791,0.0002081648,0.00002606938,0.00007616309,0.00001629277,0.0002623559,5.817966e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896489,"about_ca_system_score_gemma":0.001700716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7354357,"about_ca_topic_score_gemma":0.9021958,"domain_scores_codex":[0.9990792,0.00004030092,0.0003412744,0.0001165263,0.0001965981,0.0002260448],"domain_scores_gemma":[0.9989463,0.0002079925,0.0001414231,0.00007738263,0.0001674844,0.0004593906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009082702,0.00005829828,0.9928206,0.00009954901,0.00002548927,0.00205834,0.0001389443,0.000006657927,0.0000406434,0.00001481325,0.00005779227,0.004669818],"study_design_scores_gemma":[0.003500231,0.0004372152,0.9943894,0.00002309212,0.0001365048,0.0002510124,0.0001049507,0.00009436127,0.00006905021,0.00003865149,0.000879318,0.00007626121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986512,0.01145059,0.000001630434,0.0003433698,0.001248454,0.0001318358,0.000016127,0.000001422998,0.000294576],"genre_scores_gemma":[0.998822,0.0006799423,0.0002632574,0.0001425456,0.00001427648,7.262969e-7,0.000005434177,0.000006855777,0.00006491648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667601,"threshold_uncertainty_score":0.3226023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00985206424344709,"score_gpt":0.2132151294822588,"score_spread":0.2033630652388117,"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."}}