{"id":"W2080004065","doi":"10.1016/j.tmrv.2004.11.004","title":"Biopreservation of Red Blood Cells: Past, Present, and Future","year":2005,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"","keywords":"Biopreservation; Blood preservation; Cryopreservation; Biotechnology; Biology; Medicine; Andrology; Cell biology","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":[0.001176879,0.001263033,0.002460985,0.002826854,0.0003987137,0.001517799,0.001482727,0.001774095,0.002690475],"category_scores_gemma":[0.001161239,0.0004050846,0.0005759886,0.003207114,0.001050336,0.002284035,0.0006565702,0.001839915,0.002477727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000701867,"about_ca_system_score_gemma":0.001168131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292795,"about_ca_topic_score_gemma":0.002732184,"domain_scores_codex":[0.9996417,0.00006048359,0.0000647181,0.00006686131,0.0001407328,0.0000255231],"domain_scores_gemma":[0.9988762,0.0005429705,0.0001519397,0.00003720458,0.0003115666,0.00008004882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001083909,0.0001034094,0.0002770189,0.01439609,0.00008138913,0.0002461793,0.00007265333,0.0002554345,0.003644855,0.001897074,0.02219355,0.9567239],"study_design_scores_gemma":[0.00003258362,0.0001747842,0.00158206,0.004841335,0.0002000463,0.002504839,0.0001560533,0.0001529104,0.001889221,0.002190426,0.9862324,0.00004324064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006509251,0.9992268,0.0001303453,0.0001471275,0.0001787781,0.00000185608,0.000004137064,0.000004141509,0.0002416085],"genre_scores_gemma":[0.0003082333,0.9987576,0.0002548979,0.0001437961,0.0002022518,0.000003354311,0.00001166865,0.000001033607,0.0003172368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002826854,"threshold_uncertainty_score":0.00900048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968425812639113,"score_gpt":0.3523470324973326,"score_spread":0.2726627743709415,"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."}}