{"id":"W4403425988","doi":"10.1016/j.transci.2024.104010","title":"RBC subpopulations in RCCs affected by donor factors","year":2024,"lang":"en","type":"review","venue":"Transfusion and Apheresis Science","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007557084,0.0007758467,0.001776671,0.001471192,0.0001762778,0.001213147,0.0008637609,0.001126449,0.001339332],"category_scores_gemma":[0.0008507845,0.0002716804,0.0004545202,0.001549927,0.0005278775,0.0007540571,0.0006177583,0.001711048,0.0008881463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008089145,"about_ca_system_score_gemma":0.0008675556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247345,"about_ca_topic_score_gemma":0.00155685,"domain_scores_codex":[0.9998174,0.00003419185,0.00003004843,0.00004068046,0.0000573688,0.00002034131],"domain_scores_gemma":[0.9996917,0.0001561401,0.00004706935,0.000009740674,0.00007099266,0.00002434218],"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":[0.0002503611,0.00005644554,0.0004546028,0.01082908,0.0001350774,0.0002399776,0.00003483154,0.0003501246,0.00192659,0.002857222,0.02466313,0.9582027],"study_design_scores_gemma":[0.0001089817,0.0001528085,0.003371093,0.004033105,0.0006499598,0.002590798,0.00006217538,0.0002697974,0.002198782,0.003224623,0.9832891,0.00004896275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008850348,0.999375,0.00007421993,0.0001444265,0.0001059626,0.000001764569,0.00001101314,0.0000027084,0.000196409],"genre_scores_gemma":[0.0009234308,0.9982122,0.0001242667,0.0001662533,0.0002679161,0.000006735351,0.00003562685,0.000001162132,0.0002623405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001776671,"threshold_uncertainty_score":0.005869091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508220706074159,"score_gpt":0.3215012056113404,"score_spread":0.2964189985505988,"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."}}