{"id":"W4409635973","doi":"10.1158/1538-7445.am2025-2819","title":"Abstract 2819: Metabolic determinants of ferroptosis in B-cell malignancies","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Research in Immunology and Cancer","funders":"","keywords":"Cancer research; Medicine; 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":[0.0001567723,0.0003833937,0.0003588543,0.0003615942,0.0002641429,0.0004918229,0.0003025433,0.0003683654,0.005959712],"category_scores_gemma":[0.0003430988,0.0001825759,0.0003448603,0.0003245618,0.0001415471,0.0002067914,0.0003808598,0.0004205832,0.001205384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954308,"about_ca_system_score_gemma":0.0003642147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148219,"about_ca_topic_score_gemma":0.001524541,"domain_scores_codex":[0.9998684,0.00001776995,0.000008173206,0.00003398793,0.00005413451,0.00001745829],"domain_scores_gemma":[0.9998794,0.00004888405,0.00002420797,0.0000130741,0.00001584491,0.0000185878],"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":[0.0004995877,0.00006458286,0.004147662,0.0004070726,0.00003989801,0.0002795763,0.00005049809,0.005784979,0.9703196,0.0009904368,0.002340979,0.0150751],"study_design_scores_gemma":[0.00009768046,0.000320234,0.015917,0.00004056323,0.00007391154,0.000820574,0.00004642621,0.03301061,0.91724,0.001242255,0.03115237,0.00003847785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127994,0.001972787,0.04314279,0.0005630233,0.00008839167,0.0001020239,0.02060599,0.00958909,0.01113663],"genre_scores_gemma":[0.9465721,0.0008939918,0.03032937,0.000150556,0.00001169114,0.00009461747,0.01580669,0.001181454,0.004959398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005959712,"threshold_uncertainty_score":0.01993728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08263366065745029,"score_gpt":0.4247307596577212,"score_spread":0.342097099000271,"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."}}