{"id":"W2584442938","doi":"10.1111/trf.13977","title":"Blood Group Antigen Matching Influence on Gestational Outcomes (AMIGO) study","year":2017,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; McMaster University","funders":"","keywords":"Pregnancy; Antigen; Medicine; Fetus; Antibody; Obstetrics; Offspring; Gestational age; Blood transfusion; Immunology; Biology; Genetics","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":[0.0002905448,0.0002357903,0.0003559784,0.0001093369,0.0008147103,0.00008611197,0.0002235891,0.0001009753,0.0001358649],"category_scores_gemma":[0.00003257291,0.0001816877,0.0001396786,0.00006032538,0.00006865779,0.0002595013,0.00002806146,0.00032868,0.00006441992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001619898,"about_ca_system_score_gemma":0.0000310392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260973,"about_ca_topic_score_gemma":0.0004919551,"domain_scores_codex":[0.9983506,0.0000429036,0.0003043399,0.0004389278,0.0005962512,0.0002669314],"domain_scores_gemma":[0.9989477,0.00007066365,0.00008116685,0.0006873435,0.00006829204,0.0001448053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003845246,0.002704622,0.9479056,0.00005966775,0.0001449769,0.0002317738,0.002061573,0.00002142002,0.03657327,0.0008599377,0.000008503643,0.009044124],"study_design_scores_gemma":[0.006362151,0.001289535,0.9894675,0.0001655196,0.0002368949,0.0000282228,0.0002339577,0.00001824914,0.001539044,0.0003453417,0.0001242844,0.0001893254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948006,0.00002768512,0.0002763646,0.001458446,0.0002076307,0.0009691314,0.00001237589,0.0001105798,0.002137176],"genre_scores_gemma":[0.9985639,0.0001934758,0.0004310882,0.0004147253,0.00008668473,0.00002818792,0.00001908301,0.00003483998,0.0002279524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04156187,"threshold_uncertainty_score":0.7409011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961562366643979,"score_gpt":0.3002340750162911,"score_spread":0.2806184513498513,"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."}}