{"id":"W2152776199","doi":"10.1111/trf.12489","title":"Quality of red blood cells washed using an automated cell processor with and without irradiation","year":2013,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"bioMérieux","keywords":"Hemolysis; Irradiation; Hematocrit; Mannitol; Chemistry; Hemoglobin; Red blood cell; Saline; Andrology; Chromatography; Medicine; Biochemistry; Immunology; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003333916,0.0006680899,0.0004222238,0.0004495566,0.0003866413,0.001136743,0.0008588646,0.0006888214,0.002046631],"category_scores_gemma":[0.003330848,0.0002346176,0.0005080107,0.0004782831,0.0009168385,0.0004507661,0.0004145504,0.0004763556,0.0006463853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609958,"about_ca_system_score_gemma":0.0006133424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008723231,"about_ca_topic_score_gemma":0.0006768507,"domain_scores_codex":[0.9962076,0.001037853,0.0004800026,0.0007029967,0.001386892,0.0001846995],"domain_scores_gemma":[0.9955437,0.001070833,0.001076562,0.0007388982,0.0014696,0.0001004926],"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":[0.004298076,0.0006140046,0.08477926,0.0003549718,0.0002440232,0.0002206989,0.0007001925,0.001005927,0.8775284,0.0002246701,0.0003806915,0.02964907],"study_design_scores_gemma":[0.0001907785,0.01111487,0.1726397,0.0001058425,0.0005729924,0.001362223,0.0003071382,0.002560113,0.8073668,0.0001888267,0.003520307,0.00007052784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877437,0.001146858,0.009330828,0.00006157406,0.00003561466,0.0001830692,0.0002817409,0.0001011578,0.001115443],"genre_scores_gemma":[0.9791505,0.0006753148,0.01682113,0.0001796178,0.00004324614,0.0002806299,0.001661844,0.00006776233,0.001119917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003333916,"threshold_uncertainty_score":0.01763159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413574640662309,"score_gpt":0.2881739761025144,"score_spread":0.2640382296958914,"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."}}