{"id":"W4312604537","doi":"10.1161/atvb.42.suppl_1.158","title":"Abstract 158: Bioactive Lipids As Biomarkers Of Severe Adverse Reaction Associated With Apheresis Platelet Concentrate Transfusion","year":2022,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Lysophosphatidylcholine; Apheresis; Lysophosphatidic acid; Platelet; Adverse effect; Platelet transfusion; Plateletpheresis; Medicine; Whole blood; Platelet activation; Transfusion medicine; Chemistry; Blood transfusion; Pharmacology; Immunology; Internal medicine; Biochemistry; Phosphatidylcholine; Phospholipid","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":[0.0005211805,0.0004653607,0.0003550911,0.0009997436,0.0001973133,0.0007129272,0.000165306,0.0006200517,0.002401755],"category_scores_gemma":[0.0008464133,0.0001172031,0.0002713809,0.0005204696,0.0001772768,0.0002993968,0.0003295326,0.0005095245,0.0003903697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662932,"about_ca_system_score_gemma":0.0001798007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023483,"about_ca_topic_score_gemma":0.0001686336,"domain_scores_codex":[0.9996812,0.00008121088,0.00005376227,0.00004756808,0.00009449539,0.00004169708],"domain_scores_gemma":[0.9994448,0.000105972,0.0002354255,0.00003153896,0.0001076352,0.0000746252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0159237,0.001003418,0.5319799,0.001887453,0.0006544483,0.004993017,0.0004944371,0.0004130933,0.360941,0.0003597518,0.002484452,0.07886529],"study_design_scores_gemma":[0.0001632729,0.004014015,0.8442134,0.0002201051,0.0006513969,0.01187053,0.0003531725,0.001321338,0.1297846,0.0007551233,0.006610934,0.00004208941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836569,0.01150644,0.001270039,0.0003175343,0.0001604787,0.00009780955,0.0008022964,0.00005523489,0.002133257],"genre_scores_gemma":[0.9947131,0.001506482,0.001163657,0.0001715291,0.0001228943,0.00005308673,0.0007623278,0.000007323688,0.001499651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002401755,"threshold_uncertainty_score":0.008034706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344281114424949,"score_gpt":0.2543600858223901,"score_spread":0.2309172746781406,"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."}}