{"id":"W4311767732","doi":"10.1016/j.cryobiol.2022.11.122","title":"Donor-dependent variability of osmotic characteristics of red blood cells of different senescence levels","year":2022,"lang":"en","type":"article","venue":"Cryobiology","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"","keywords":"Senescence; Chemistry; Cellular senescence; Biology; Cell biology; Biochemistry; Phenotype","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":[0.0005358071,0.0001863096,0.0003465039,0.0001970939,0.0001233387,0.0004107504,0.0002360251,0.0002018608,0.002239537],"category_scores_gemma":[0.0009294912,0.00009819318,0.0002071496,0.0002592284,0.0002607951,0.0003162695,0.0003586988,0.0006410592,0.0003476193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576622,"about_ca_system_score_gemma":0.0001642371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024413,"about_ca_topic_score_gemma":0.000148884,"domain_scores_codex":[0.9996692,0.00009437915,0.00003311494,0.00008315398,0.00007141655,0.00004878991],"domain_scores_gemma":[0.9992564,0.0001531137,0.0001554418,0.0001865774,0.0001154894,0.0001328862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002506032,0.0001192588,0.005454443,0.00005091415,0.00004187252,0.00007212734,0.0002201091,0.00009065951,0.9862326,0.0002574227,0.0001172211,0.004837312],"study_design_scores_gemma":[0.00007466476,0.002147122,0.1879869,0.00002034025,0.0001901192,0.0009768514,0.0003661542,0.001606336,0.8035312,0.0005459057,0.002507474,0.00004705846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956139,0.0009522822,0.0020417,0.00003775256,0.00004400319,0.00002237342,0.000353559,0.00003101067,0.0009034657],"genre_scores_gemma":[0.9984525,0.0002417883,0.0004421223,0.00004766423,0.00001059127,0.00001860443,0.0003240219,0.00002156023,0.0004410911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002239537,"threshold_uncertainty_score":0.007491946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220769719977077,"score_gpt":0.2440582613993765,"score_spread":0.2219812894016688,"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."}}