{"id":"W4411335183","doi":"10.1002/hon.70093_5","title":"5 | LARGE B‐CELL LYMPHOMA MICROENVIRONMENT ARCHETYPE PROFILES (LYMPHOMAPS) IDENTIFY SUBGROUPS WITH GREATEST BENEFIT FROM CD19 CAR T‐CELL THERAPY","year":2025,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"MorphoSys; Genentech; Incyte; Gilead Sciences; AstraZeneca","keywords":"CD19; Lymphoma; Medicine; B cell; Oncology; Internal medicine; Cancer research; Immunology","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":[0.0001999784,0.0002303283,0.0003100886,0.0007714593,0.0002685945,0.0005830717,0.0001704058,0.0003060586,0.00442883],"category_scores_gemma":[0.000289639,0.00008918785,0.0002627123,0.0003959866,0.0001769332,0.0002432192,0.0003828417,0.000251847,0.0005947233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790938,"about_ca_system_score_gemma":0.0001922713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686246,"about_ca_topic_score_gemma":0.00127571,"domain_scores_codex":[0.9998918,0.0000160849,0.00000777341,0.00003191986,0.00001878886,0.00003362896],"domain_scores_gemma":[0.9998097,0.00004431832,0.00006584916,0.00001152075,0.00001753569,0.00005123864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002824359,0.0001341989,0.7325471,0.0002033138,0.0001677066,0.0005292046,0.0001817406,0.0008723095,0.2103878,0.0005550527,0.002615888,0.04898141],"study_design_scores_gemma":[0.0000448967,0.0003311948,0.9707516,0.00001907833,0.0001329108,0.002162601,0.0002217127,0.002305941,0.01959226,0.00059876,0.003828559,0.00001051927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994361,0.0005043979,0.00164969,0.0001038563,0.000004808798,0.0000308806,0.001918408,0.0001015713,0.001325246],"genre_scores_gemma":[0.9961674,0.00008134791,0.0009751333,0.00005290089,0.000008847171,0.00001725427,0.002285215,0.00001331648,0.0003985558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00442883,"threshold_uncertainty_score":0.01481593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569170392763857,"score_gpt":0.311767539987273,"score_spread":0.2860758360596344,"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."}}