{"id":"W2071128974","doi":"10.1159/000371474","title":"Differences in Rat and Human Erythrocytes Following Blood Component Manufacturing: The Effect of Additive Solutions","year":2015,"lang":"en","type":"article","venue":"Transfusion Medicine and Hemotherapy","topic":"Blood transfusion and management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Hemolysis; Andrology; Red blood cell; Blood component; Phosphatidylserine; In vitro; Chemistry; Molecular biology; Immunology; Biology; Biochemistry; Medicine; Membrane","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005308131,0.0001823588,0.0005131222,0.0001579392,0.0001322335,0.000006748217,0.00005924276,0.00006044354,0.00009422166],"category_scores_gemma":[0.00001158961,0.00009813741,0.00006533173,0.0001085241,0.0002451189,0.00004126651,0.00001501062,0.0001823151,5.078855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009495629,"about_ca_system_score_gemma":0.00001303838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000823229,"about_ca_topic_score_gemma":0.0003491514,"domain_scores_codex":[0.9988845,0.0001113417,0.0002838568,0.0002290022,0.0003026527,0.0001886369],"domain_scores_gemma":[0.999472,0.0001714449,0.00004089069,0.0001559454,0.00001856136,0.0001411785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006177984,0.002383389,0.4293395,0.002140891,0.002351009,0.0004666437,0.08323105,0.000005122122,0.2416702,0.00536433,0.008363564,0.2185063],"study_design_scores_gemma":[0.1570219,0.03232015,0.4917441,0.004409203,0.003669988,0.0002948397,0.01825383,0.0002740182,0.2629644,0.001348312,0.02668293,0.001016372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98743,0.00236553,0.000170959,0.0081928,0.000094708,0.0008505269,0.000001942371,0.00002892483,0.0008646104],"genre_scores_gemma":[0.9939317,0.005194048,0.00004470858,0.0005958173,0.00006647835,0.00002759912,0.00001013641,0.00001306281,0.0001164361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174899,"threshold_uncertainty_score":0.4001927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435278587828861,"score_gpt":0.2870239743913726,"score_spread":0.252671188513084,"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."}}