{"id":"W2152078740","doi":"10.1016/j.tmrv.2011.07.003","title":"Red Blood Cell Storage Lesions and Related Transfusion Issues: A Canadian Blood Services Research and Development Symposium","year":2011,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Université Laval; St. Michael's Hospital; Canadian Blood Services; University of Toronto; Hôtel-Dieu de Québec; Ottawa Hospital","funders":"","keywords":"ABO blood group system; Blood transfusion; Medicine; Red blood cell; Human blood; Intensive care medicine; Anemia; Blood component; Whole blood; Physiology; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027176,0.0005097305,0.001137188,0.000923079,0.0006800796,0.00002240259,0.0002429855,0.0003122917,0.002476969],"category_scores_gemma":[0.00002234528,0.000370978,0.00009747169,0.0008686847,0.000339398,0.0001391436,0.00005551204,0.0008305032,0.00006738229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005031796,"about_ca_system_score_gemma":0.0002337399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05881324,"about_ca_topic_score_gemma":0.06249989,"domain_scores_codex":[0.9958838,0.0003895197,0.001191574,0.0009823884,0.0007662857,0.0007864474],"domain_scores_gemma":[0.9975445,0.00006998426,0.000102855,0.0006806513,0.0002231016,0.001378962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001564368,0.007829297,0.03325788,0.03259413,0.001433728,0.004334179,0.3000954,7.383562e-7,0.3628506,0.001920899,0.009445646,0.2446731],"study_design_scores_gemma":[0.02716308,0.006453803,0.0350935,0.01484407,0.004425886,0.001290125,0.01040724,0.00005099335,0.0217292,0.000228547,0.8768528,0.001460721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8308455,0.09450503,0.0001252305,0.0119504,0.0004124854,0.007519587,0.00001049042,0.0002270306,0.05440422],"genre_scores_gemma":[0.1146429,0.8751714,0.00297438,0.001092385,0.0001241983,0.0002330671,0.0000813989,0.00009347548,0.005586874],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8674072,"threshold_uncertainty_score":0.9998742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249531296297877,"score_gpt":0.3136333433455367,"score_spread":0.2411380303825579,"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."}}