{"id":"W2076381473","doi":"10.1111/j.1537-2995.2005.04061.x","title":"Prestorage leukoreduction and low‐temperature filtration reduce hemolysis of stored red cell concentrates","year":2004,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Hemolysis; Erythrocyte fragility; Leukoreduction; Chemistry; Red Cell; Animal science; Andrology; Biology; Medicine; Immunology; Blood transfusion; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001154765,0.00016372,0.0002717593,0.0001067443,0.00009145358,0.00001513955,0.00004653628,0.0001363628,0.0001186841],"category_scores_gemma":[0.000007669213,0.0001445447,0.00008913923,0.0002436518,0.00008287636,0.0001304295,0.000007377284,0.0001703901,0.000002949352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004665831,"about_ca_system_score_gemma":0.00007454281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191164,"about_ca_topic_score_gemma":0.00003716108,"domain_scores_codex":[0.9989331,0.00003396743,0.0002856526,0.0003153791,0.0002680139,0.0001638949],"domain_scores_gemma":[0.9995024,0.000009985578,0.00005840008,0.0002254401,0.00008547137,0.0001182994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004705186,0.0004511437,0.0002146124,0.0003847368,0.00003544236,0.00001424468,0.001585952,0.0001844131,0.9939756,0.0002494631,0.0002178069,0.002216087],"study_design_scores_gemma":[0.005638215,0.000516673,0.01445128,0.0002531085,0.0002928597,0.00003227375,0.0005450678,0.00004920593,0.9773715,0.0001091287,0.0005865901,0.0001541158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942212,0.0004154601,0.0004206965,0.002368863,0.0002041658,0.000797019,0.000007524705,0.00007767331,0.001487439],"genre_scores_gemma":[0.996272,0.002131029,0.00080537,0.0001324203,0.00007476439,0.00001722264,0.00007029028,0.00002027896,0.0004766459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0166041,"threshold_uncertainty_score":0.5894361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008187885107976313,"score_gpt":0.2265118947821018,"score_spread":0.2183240096741255,"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."}}