{"id":"W7073693172","doi":"","title":"Concurrent RB1 Loss and BRCA-Deficiency Predicts Enhanced Immunological Response and Long-Term Survival in Tubo-Ovarian High-Grade Serous Carcinoma","year":2024,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research and Materiel Command; National Center for Advancing Translational Sciences; BC Cancer Foundation; Cancer Institute NSW; National Cancer Institute; University College London; National Health and Medical Research Council; University of Cambridge; Cancer Research UK; Michael Smith Health Research BC; National Institute for Health and Care Research; National Institutes of Health; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Oak Foundation; Medical Research Council; Swedish Cancer Foundation; European Commission; Cedars-Sinai Medical Center; Marshfield Clinic Research Foundation","keywords":"Germline; Cancer; Interferon; Ovary; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002021375,0.0001327986,0.0002135874,0.0003117468,0.0002060925,0.0003092309,0.0001326287,0.0001595461,0.0008470136],"category_scores_gemma":[0.0004236557,0.00009756736,0.0001677085,0.0003564648,0.0001933717,0.000120791,0.0001974746,0.000165204,0.0001252661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070073,"about_ca_system_score_gemma":0.0001523183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009987411,"about_ca_topic_score_gemma":0.001605084,"domain_scores_codex":[0.9999182,0.00001359456,0.000008941432,0.00002312212,0.00001762864,0.00001848518],"domain_scores_gemma":[0.9997616,0.00004016415,0.0001080712,0.00002750946,0.00001951521,0.00004307974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007684945,0.00003140187,0.9636963,0.00003239709,0.00004807347,0.0001986613,0.00006000263,0.0001808464,0.03141548,0.00001413847,0.00008054394,0.003473709],"study_design_scores_gemma":[0.0000094286,0.0001012331,0.9949196,0.000004122564,0.00004094445,0.0008213931,0.00009466573,0.0004251374,0.003318083,0.00002264273,0.0002406572,0.000002114728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996477,0.0001464936,0.0000512894,0.000005842021,7.488114e-7,0.000001863785,0.00008873481,0.000002913503,0.00005440829],"genre_scores_gemma":[0.9996501,0.00005323616,0.00006122929,0.00000636663,0.00000121004,0.000002526102,0.0001809035,0.000001136345,0.00004322868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009987411,"threshold_uncertainty_score":0.002833545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180837322411703,"score_gpt":0.2304270177472574,"score_spread":0.2186186445231403,"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."}}