{"id":"W2921070831","doi":"10.1016/j.healun.2019.01.372","title":"Recipient HLA-G Single Nucleotide Polymorphisms Predict Post-Lung Development of Donor Specific Antibodies","year":2019,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Single-nucleotide polymorphism; Human leukocyte antigen; Interquartile range; SNP; Immunology; Lung transplantation; Hazard ratio; Medicine; Donor specific antibodies; Antibody; Transplantation; Antigen; Internal medicine; Biology; Genetics; Genotype; Gene","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":[0.0005518298,0.000351417,0.0002543268,0.0004075108,0.0002263586,0.0007578456,0.0002901224,0.0007785113,0.003764634],"category_scores_gemma":[0.002717247,0.0002463921,0.0003143534,0.0003920001,0.000313068,0.0003330091,0.0002656078,0.001085681,0.0005972451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278436,"about_ca_system_score_gemma":0.0001951297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085,"about_ca_topic_score_gemma":0.0002769967,"domain_scores_codex":[0.9995689,0.0001625344,0.00004082676,0.00006374572,0.00004294035,0.0001210827],"domain_scores_gemma":[0.9973,0.001209756,0.0007027556,0.0001888442,0.0001062211,0.0004925129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006861958,0.0001355377,0.9915946,0.00001009446,0.0000408161,0.0005096802,0.00005375926,0.00008332354,0.004205638,0.00006087993,0.00009473183,0.00252466],"study_design_scores_gemma":[0.00002074767,0.0006368364,0.9925299,0.00001153729,0.00006869377,0.003829285,0.0001702572,0.0005016451,0.001748484,0.0001028681,0.0003739515,0.000005615716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990999,0.00009975211,0.00008266964,0.00003146116,0.00001216005,0.00000218316,0.0000446635,0.000003371556,0.0006239219],"genre_scores_gemma":[0.9996825,0.00002636284,0.0000373976,0.00001404175,0.000009408883,0.00000141896,0.00002860829,0.000002060414,0.0001981282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003764634,"threshold_uncertainty_score":0.01259392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102132759877851,"score_gpt":0.2241361666215056,"score_spread":0.2131148390227271,"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."}}