{"id":"W2080248254","doi":"10.1016/j.cca.2009.07.015","title":"Use of supernatant refractive index and supernatant hemoglobin concentration to assess residual glycerol concentration in cryopreserved red blood cells","year":2009,"lang":"en","type":"article","venue":"Clinica Chimica Acta","topic":"Blood transfusion and management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"","keywords":"Glycerol; Refractometry; Chemistry; Chromatography; Hemoglobin; Residual; Mannitol; Blood substitute; Refractive index; Biochemistry; Materials science","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":[0.001217552,0.0005231151,0.0004322838,0.00121815,0.0005096542,0.0006465098,0.000600899,0.0005039739,0.0005482602],"category_scores_gemma":[0.001684667,0.0003048893,0.0003085789,0.0007117955,0.0005554156,0.0005685046,0.0003013265,0.001023817,0.0003061838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049887,"about_ca_system_score_gemma":0.000673137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003680477,"about_ca_topic_score_gemma":0.005244291,"domain_scores_codex":[0.9991049,0.0002033002,0.00009110018,0.0001448223,0.0003973529,0.00005851952],"domain_scores_gemma":[0.9986222,0.0004381563,0.0001902991,0.0001036471,0.0005404848,0.0001052103],"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":[0.003658518,0.00037209,0.177191,0.000251565,0.0002371391,0.0004946401,0.000712857,0.0005478743,0.7685715,0.0003512603,0.0004692328,0.04714241],"study_design_scores_gemma":[0.00004518969,0.0009542579,0.09803136,0.00004294367,0.0003329009,0.001446715,0.0003440202,0.007802477,0.8898435,0.0001776876,0.0009237772,0.00005523556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661278,0.004761673,0.02528482,0.0002388563,0.0001402067,0.000122651,0.0003370176,0.0002687432,0.002718247],"genre_scores_gemma":[0.9652542,0.001367251,0.03098131,0.0001744923,0.00003453173,0.0001287461,0.0003139295,0.00004716896,0.001698495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003680477,"threshold_uncertainty_score":0.007318079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06395222913332056,"score_gpt":0.3206215092694897,"score_spread":0.2566692801361692,"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."}}