{"id":"W3036702906","doi":"10.1038/s41416-020-0900-0","title":"Clinical and pathological associations of PTEN expression in ovarian cancer: a multicentre study from the Ovarian Tumour Tissue Analysis Consortium","year":2020,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Alberta Health Services; Royal Alexandra Hospital; Canada's Michael Smith Genome Sciences Centre; University of British Columbia; Vancouver General Hospital; University of Calgary; Vancouver Coastal Health","funders":"Medical Research and Materiel Command; National Cancer Institute; Cancer Council Tasmania; National Center for Advancing Translational Sciences; Medical Research Council; Peter MacCallum Foundation; National Center for Research Resources; Oak Foundation; BC Cancer Foundation; Canada Research Chairs; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Institutes of Health; Cancer Institute NSW; National Health and Medical Research Council; American Cancer Society; Academy of Medical Sciences; Calgary Laboratory Services; University of Cambridge; University College London; Cancer Research UK; Michael Smith Health Research BC; Deutsches Krebsforschungszentrum; Cancer Council Victoria; Cancer Australia; Kræftens Bekæmpelse; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Ovarian Cancer Australia","keywords":"Ovarian cancer; PTEN; Pathological; Oncology; Medicine; Pathology; Ovarian tissue; Ovary; Cancer; Internal medicine; Biology; Genetics; PI3K/AKT/mTOR pathway; Apoptosis","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":[0.002743584,0.000482297,0.0007302316,0.00133786,0.0008255084,0.0009605684,0.0008504819,0.0005782755,0.0009280581],"category_scores_gemma":[0.005244652,0.0005508636,0.0007380156,0.002399326,0.0005341799,0.0004592442,0.002069297,0.0004954552,0.0002957845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106074,"about_ca_system_score_gemma":0.0007693047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328028,"about_ca_topic_score_gemma":0.01223867,"domain_scores_codex":[0.9976341,0.0008109248,0.0002307158,0.0006641946,0.000412741,0.000247349],"domain_scores_gemma":[0.9952304,0.0008281039,0.001762033,0.0008250941,0.0005899482,0.0007643444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003439307,0.00003868147,0.997783,0.00001761361,0.0001054373,0.0001161145,0.0001964909,0.00003235856,0.0005718278,0.000009780785,0.0001535918,0.000631221],"study_design_scores_gemma":[0.000035559,0.0001120943,0.9988369,0.000004018082,0.0000597004,0.0003909866,0.0001586535,0.00008630422,0.00007541931,0.000006691483,0.0002284035,0.000005373712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989925,0.0001073276,0.00009781017,0.00001833389,0.000002090612,0.00002456527,0.0006699472,0.000002883969,0.00008443616],"genre_scores_gemma":[0.9974034,0.00008520752,0.0001693323,0.00003161859,0.000008755499,0.00005730244,0.002135644,0.000006207359,0.0001024067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328028,"threshold_uncertainty_score":0.02640593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04998682333486856,"score_gpt":0.3713108150198223,"score_spread":0.3213239916849537,"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."}}