{"id":"W4391108653","doi":"10.3389/fimmu.2023.1307873","title":"Improved overall survival in patients with high-grade serous ovarian cancer is associated with CD16a+ immunologic neighborhoods containing NK cells, T cells and macrophages","year":2024,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Université de Montréal; Health Sciences Centre; University of Victoria; Centre Hospitalier de l’Université de Montréal; University of British Columbia; Beatrice Hunter Cancer Research Institute; Dalhousie University","funders":"Dalhousie University","keywords":"Immune system; Infiltration (HVAC); Serous carcinoma; Cancer research; Biology; Ovarian cancer; Medicine; Immunology; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002401565,0.0001378958,0.0002261515,0.0005832112,0.000249431,0.0003523353,0.0001027501,0.00013151,0.0009320373],"category_scores_gemma":[0.0006124904,0.00008153954,0.0002154591,0.0004959879,0.0002304634,0.0001611947,0.0003141006,0.0001701751,0.0001198009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327223,"about_ca_system_score_gemma":0.0001367643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006895879,"about_ca_topic_score_gemma":0.00169654,"domain_scores_codex":[0.9999186,0.00001775211,0.000007808891,0.00002390772,0.00001686939,0.00001501524],"domain_scores_gemma":[0.9995289,0.00008667177,0.0002346097,0.00004487562,0.00003879223,0.00006612456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002626713,0.0000149267,0.9867034,0.00002182737,0.00004447793,0.00006757045,0.00004069453,0.0002437232,0.006879148,0.00002661045,0.00009271145,0.005602287],"study_design_scores_gemma":[0.000004705112,0.00005657742,0.9967524,0.000003346918,0.00004294134,0.000386694,0.0001027067,0.0009514146,0.001320492,0.0001034448,0.0002728606,0.000002594059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988397,0.0002999293,0.0005087813,0.00001895436,0.000002315341,0.000003439815,0.00009673589,0.0000114616,0.0002188042],"genre_scores_gemma":[0.9993958,0.00005220894,0.0003784131,0.000005793075,0.0000035302,0.000002763475,0.0001087645,0.000002230237,0.00005039434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009320373,"threshold_uncertainty_score":0.003117979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006509194545860767,"score_gpt":0.2201174946383926,"score_spread":0.2136083000925318,"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."}}