{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306658,0.0003830377,0.0003309156,0.0004976284,0.0004793132,0.0005552838,0.000616217,0.0006464405,0.003012896],"category_scores_gemma":[0.0034371,0.0002507633,0.0006150699,0.0007331808,0.0003304771,0.0002860863,0.0008144815,0.0007489113,0.000290374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902272,"about_ca_system_score_gemma":0.0003891486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004285206,"about_ca_topic_score_gemma":0.003186495,"domain_scores_codex":[0.9991191,0.000401281,0.0000552168,0.0001977827,0.00008835004,0.0001381871],"domain_scores_gemma":[0.9976927,0.0005209047,0.0009998851,0.000319679,0.00009089536,0.000376016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001052626,0.00009327148,0.9968414,0.00002723121,0.0001777938,0.0001016712,0.00008138573,0.00002578157,0.0001515012,0.0000609919,0.0001544191,0.001231905],"study_design_scores_gemma":[0.00009208467,0.0006033726,0.9978859,0.00002392807,0.0002387663,0.000221587,0.0001827733,0.0001588253,0.00007756984,0.00007220988,0.000439085,0.000003978465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983097,0.000278803,0.000105208,0.0000873704,0.00001103681,0.00001602613,0.0004830802,0.000004932919,0.0007038341],"genre_scores_gemma":[0.9990016,0.0001389196,0.0001452787,0.00005619624,0.00002290695,0.00002882441,0.0003458053,0.000005083358,0.0002554214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004285206,"threshold_uncertainty_score":0.01007915,"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."}}