{"id":"W4383216675","doi":"10.1016/j.trim.2023.101892","title":"Prospective examination of HLA sensitization after VAD implantation in children and adults","year":2023,"lang":"en","type":"article","venue":"Transplant Immunology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; Stollery Children's Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Human leukocyte antigen; Prospective cohort study; Ventricular assist device; Univariate analysis; Implant; Internal medicine; Candidacy; Surgery; Multivariate analysis; Antigen; Immunology; Heart failure","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":[0.0004803837,0.0002723415,0.0003197875,0.001048068,0.0005230363,0.000686685,0.0002736045,0.0007033411,0.00209203],"category_scores_gemma":[0.00206339,0.0002616948,0.0004639173,0.001024808,0.0004258793,0.0006072437,0.0005167917,0.0008859649,0.0004909369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732226,"about_ca_system_score_gemma":0.0004195979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00247279,"about_ca_topic_score_gemma":0.002317304,"domain_scores_codex":[0.9995934,0.00008124434,0.00004704691,0.00007759313,0.00006280951,0.0001379082],"domain_scores_gemma":[0.9984002,0.0002675403,0.0007191325,0.00009454338,0.0001293955,0.0003892645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008144515,0.00003875411,0.9990202,0.000003934734,0.000008712132,0.0001101617,0.00007249839,0.00001158691,0.0001059887,0.00001347683,0.00003187565,0.0005012683],"study_design_scores_gemma":[0.000002326896,0.0002386574,0.9987081,0.000004594674,0.00000869657,0.0004815037,0.0002856682,0.00002837912,0.0000488246,0.00001162095,0.0001791809,0.00000245386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989275,0.0001672029,0.00004565979,0.00001974016,0.000004411423,0.000006791643,0.000169956,0.000002176058,0.0006564503],"genre_scores_gemma":[0.9994355,0.00009950424,0.0000322093,0.00002978416,0.000007258447,0.000008208387,0.0001642365,0.000001809365,0.0002215019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00247279,"threshold_uncertainty_score":0.006998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003561162133094449,"score_gpt":0.1826033612567657,"score_spread":0.1790421991236713,"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."}}