{"id":"W4308544300","doi":"10.1016/j.ygyno.2022.10.022","title":"Profiling the immune landscape in mucinous ovarian carcinoma","year":2022,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Vancouver General Hospital; Canada's Michael Smith Genome Sciences Centre; Foothills Medical Centre; BC Cancer Agency","funders":"National Cancer Institute; Cancer Council Tasmania; National Health and Medical Research Council; Medical Research Council; Horizon 2020 Framework Programme; Oak Foundation; BC Cancer Foundation; Canada Research Chairs; Cancer Research Society; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Cancer Council Victoria; University of New South Wales; Canadian Institutes of Health Research; Cancer Institute NSW; European Commission; Calgary Laboratory Services; University of Cambridge; University College London; Cancer Research UK; Michael Smith Health Research BC; Faculty of Medicine and Health, University of Sydney; Translational Cancer Research Network; European Regional Development Fund; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Cancer Council NSW; Ovarian Cancer Australia; Peter MacCallum Foundation; Medical Research and Materiel Command; NSW Ministry of Health; Cancer Council South Australia; Deutsches Krebsforschungszentrum; Ovarian Cancer Research Fund; Cancer Australia; National Institutes of Health","keywords":"CD20; FOXP3; CD68; Stromal cell; Immune system; CD8; Medicine; Cancer research; Tissue microarray; CD3; Tumor microenvironment; Pathology; Immunohistochemistry; Oncology; Immunology","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":[0.0001862996,0.0001245425,0.0001862043,0.0007013502,0.0002194546,0.0002780874,0.0001069744,0.0001640402,0.0004962121],"category_scores_gemma":[0.0003904577,0.00008149679,0.0001193377,0.000455728,0.0001235618,0.0001527162,0.0002411512,0.0001225904,0.00009195679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758237,"about_ca_system_score_gemma":0.0001084931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007808391,"about_ca_topic_score_gemma":0.001363171,"domain_scores_codex":[0.9998997,0.0000209376,0.000008929039,0.00002508444,0.0000244217,0.00002089932],"domain_scores_gemma":[0.9998728,0.00003110907,0.00004699054,0.000008803801,0.00002269287,0.00001759865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005697164,0.00003389227,0.7885016,0.0001712063,0.00006643896,0.0004063374,0.0003058966,0.000727963,0.1866097,0.00007672681,0.0002184976,0.02231193],"study_design_scores_gemma":[0.00001114057,0.0001729739,0.9770812,0.00001859943,0.00004525556,0.002367651,0.0004330486,0.002716608,0.01514548,0.0001354877,0.001865823,0.000006599855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986878,0.0005912671,0.0003864449,0.00001588091,0.000001380027,0.000007401976,0.0001136674,0.000009130654,0.0001868725],"genre_scores_gemma":[0.9989196,0.0001529828,0.0006529502,0.00001041377,0.000002658526,0.000008355804,0.0001671894,0.000001886471,0.00008405234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007808391,"threshold_uncertainty_score":0.001659989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214616632161296,"score_gpt":0.2847816725541987,"score_spread":0.2633200093380691,"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."}}