{"id":"W4414465958","doi":"10.1158/2326-6074.cimm25-pr-12","title":"Abstract PR-12: Single-cell profiling of tumor-infiltrating B cells reveals autoantibody repertoires and potential cross-talk with T cells","year":2025,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antigen; Antibody; Immunogenicity; Somatic cell; Autoantibody; Monoclonal antibody; Antibody Repertoire; Somatic hypermutation; B cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268172,0.0002297051,0.0003121771,0.000357204,0.0001750185,0.0005108173,0.0001690351,0.000299881,0.001376384],"category_scores_gemma":[0.0002219021,0.0001496472,0.0002814936,0.0003381951,0.000131832,0.0001832285,0.0002691148,0.0004865373,0.0007269027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230226,"about_ca_system_score_gemma":0.0001010719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003195038,"about_ca_topic_score_gemma":0.0005121478,"domain_scores_codex":[0.9997998,0.0000221373,0.000009525394,0.00008285626,0.00004926269,0.00003645455],"domain_scores_gemma":[0.9998349,0.00003776935,0.00002801747,0.00002584299,0.00004079527,0.00003274349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001069946,0.00001345822,0.005511399,0.00005273573,0.00001712311,0.00003596608,0.00002924225,0.0002097304,0.9896745,0.00003391575,0.0001784578,0.004136422],"study_design_scores_gemma":[0.00002556114,0.0004889705,0.216866,0.00003070465,0.0000994567,0.001038419,0.0003207423,0.01716893,0.7545624,0.0003976609,0.008974632,0.00002654493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9737611,0.001126791,0.01866658,0.00009443759,0.00002512991,0.00003657228,0.004449631,0.0003886148,0.001451241],"genre_scores_gemma":[0.9752289,0.0004885343,0.0150608,0.0002216899,0.00002120746,0.00008648291,0.006387331,0.0001332736,0.002371839],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001376384,"threshold_uncertainty_score":0.004604459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045549451952006,"score_gpt":0.3715541339117001,"score_spread":0.33109863939218,"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."}}