{"id":"W2903145860","doi":"10.1111/trf.14998","title":"Frequent blood donations alter susceptibility of red blood cells to storage‐ and stress‐induced hemolysis","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Hemolysis; Medicine; Ferritin; Red blood cell; Physiology; Population; Oxidative stress; Immunology; Internal medicine; Environmental health","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":[0.0003908501,0.0001435154,0.0001400385,0.0002592759,0.0001812823,0.0002856704,0.0001121033,0.0001859351,0.001546696],"category_scores_gemma":[0.001159416,0.00009095128,0.0001274257,0.0002369425,0.0001749541,0.0001459939,0.0001399065,0.0002077107,0.00014213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022053,"about_ca_system_score_gemma":0.00009291617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005961987,"about_ca_topic_score_gemma":0.0005621747,"domain_scores_codex":[0.999823,0.00005517756,0.00001974759,0.00003559155,0.00003503094,0.00003136633],"domain_scores_gemma":[0.9990327,0.000184465,0.0005516606,0.00005911473,0.00006977564,0.000102225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005633851,0.0001864021,0.9760074,0.00002581258,0.000077972,0.0001431606,0.0002048359,0.00006822094,0.01646449,0.00003862457,0.0001084894,0.006111106],"study_design_scores_gemma":[0.000004070159,0.0002520507,0.9978295,0.000004537885,0.00001964914,0.0004428251,0.00009457787,0.0000763169,0.001128848,0.00003249651,0.0001130351,0.000002156191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997786,0.00006631913,0.0000376423,0.000006179563,0.000001364722,0.000001533478,0.00002179018,0.000001174002,0.00008549128],"genre_scores_gemma":[0.9997733,0.00003885107,0.00005989032,0.00001174903,0.000003840597,0.000001621624,0.00003957104,8.050735e-7,0.00007029594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001546696,"threshold_uncertainty_score":0.005174279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188975979484017,"score_gpt":0.2467973658233302,"score_spread":0.2278997678749285,"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."}}