{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302737,0.0003007302,0.0005152228,0.000177847,0.0001489697,0.00009185831,0.0002903068,0.0002368969,0.00005022715],"category_scores_gemma":[0.00003359888,0.0002198728,0.0001950916,0.0007971374,0.0002682901,0.000009024346,0.00007153652,0.0001942998,0.00000750599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002205335,"about_ca_system_score_gemma":0.0002919879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002366925,"about_ca_topic_score_gemma":0.001051509,"domain_scores_codex":[0.998396,0.00006161516,0.0002939884,0.0007255095,0.0002121698,0.0003106827],"domain_scores_gemma":[0.9994738,0.00001326327,0.00005539629,0.0002769558,0.00002841091,0.0001521474],"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":[0.00001088572,0.0001026074,0.00005111462,0.002605039,0.00003330362,0.000001668768,0.0001471846,0.000001103391,0.04335161,0.0001068728,0.006545977,0.9470426],"study_design_scores_gemma":[0.0001525752,0.00003409207,0.0002014997,0.0007521621,0.000162987,0.000006468946,0.00003062791,0.000003779667,0.0004485561,0.000009541059,0.9979075,0.0002901635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01829614,0.979826,0.00003451753,0.00001842961,0.0007746159,0.0005358136,0.0001182761,0.0000189664,0.0003772776],"genre_scores_gemma":[0.001836741,0.9967623,0.0000366853,0.00002013982,0.0001773627,0.00004741182,0.0001081532,0.00002599587,0.0009851471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9913616,"threshold_uncertainty_score":0.8966151,"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."}}