{"id":"W2890359662","doi":"10.1182/bloodadvances.2018021931","title":"Blood manufacturing methods affect red blood cell product characteristics and immunomodulatory activity","year":2018,"lang":"en","type":"article","venue":"Blood Advances","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"Health Canada; Canadian Blood Services; National Institutes of Health; University of Alberta; Saudi Arabian Cultural Bureau; National Heart, Lung, and Blood Institute; Australian Government","keywords":"Affect (linguistics); Blood product; Red blood cell; Blood cell; Medicine; Immunology; Pharmacology; Psychology; Pathology; Communication","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008070333,0.0003517297,0.0003826645,0.0002426381,0.0005193546,0.000401935,0.0002718236,0.00008715985,0.0002574804],"category_scores_gemma":[0.0001952169,0.0003216232,0.00008718313,0.0002758979,0.0001776232,0.003045225,0.0001806637,0.0002821653,0.00005742979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004405822,"about_ca_system_score_gemma":0.00002322163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006422138,"about_ca_topic_score_gemma":0.00003578035,"domain_scores_codex":[0.9982182,0.00008235889,0.0003348039,0.0006783498,0.0002906905,0.0003956101],"domain_scores_gemma":[0.9987209,0.0001755657,0.0004797484,0.0004252986,0.0001625956,0.00003584466],"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":[0.0004715593,0.003991893,0.0687867,0.002111839,0.0008235148,0.0001036334,0.0002844906,0.000004381075,0.4851564,0.001889057,0.0001776091,0.4361989],"study_design_scores_gemma":[0.003036427,0.0001294339,0.1578209,0.00009290317,0.001607806,0.00004381953,0.00008556709,0.00009272898,0.683273,0.000869224,0.1521713,0.0007767904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828346,0.001819294,0.0002821935,0.0005260366,0.0008601344,0.0004183372,0.000006186789,0.0002745039,0.01297867],"genre_scores_gemma":[0.9896008,0.0004509687,0.007324307,0.0004505254,0.001675436,0.00003207622,0.00001175978,0.00004977632,0.0004042877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4354221,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480987407243779,"score_gpt":0.2750614353960939,"score_spread":0.2602515613236561,"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."}}