{"id":"W1507285779","doi":"10.1111/j.1537-2995.2010.02674.x","title":"The red blood cell storage lesion: a method to the madness","year":2010,"lang":"en","type":"editorial","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Intensive care medicine; Wonder; Transfusion medicine; Medicine; Blood transfusion; Psychology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002182484,0.0005546958,0.0006714464,0.0001574676,0.0008779655,0.0001238135,0.0008127366,0.001053192,0.0004607982],"category_scores_gemma":[0.0001348096,0.0002894591,0.0004466533,0.0004634237,0.0000844632,0.00004051065,0.0001267958,0.002798918,0.0001622908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004507226,"about_ca_system_score_gemma":0.0003148253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004373276,"about_ca_topic_score_gemma":0.001316109,"domain_scores_codex":[0.9959239,0.0003438686,0.0005885502,0.0008364457,0.001728689,0.0005785889],"domain_scores_gemma":[0.9968024,0.0008518986,0.0001202078,0.001595192,0.0002956075,0.0003347285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007497281,0.0003629366,0.000001177766,0.0002993986,0.0001231195,0.00008953534,0.0007404023,0.000004332997,0.01157385,0.00005987693,0.9524996,0.03349608],"study_design_scores_gemma":[0.003317353,0.0005273654,0.00005930905,0.0002465418,0.001648142,0.00001316364,0.0001633844,0.00001455174,0.004343004,0.00005062872,0.9892769,0.000339677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006909966,0.0009668869,0.0185476,0.03914915,0.9218848,0.00480691,0.00009706699,0.0002963453,0.01356019],"genre_scores_gemma":[0.001438594,0.011998,0.004758973,0.001839995,0.9050573,0.0007232297,0.0003449258,0.0003291367,0.0735098],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05994961,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213004498858653,"score_gpt":0.2898628678982119,"score_spread":0.2777328229096253,"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."}}