{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004816636,0.0001213197,0.0008512095,0.00005339136,0.00006895885,0.00004384432,0.0001238101,0.00009520246,0.0005128905],"category_scores_gemma":[0.0004026708,0.00009067269,0.0002019518,0.000395326,0.00008362809,0.00007843837,0.00005486576,0.000411589,6.816486e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009643672,"about_ca_system_score_gemma":0.0002484709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006971242,"about_ca_topic_score_gemma":0.009418298,"domain_scores_codex":[0.9978892,0.000355207,0.0009484265,0.000261706,0.000380998,0.0001645106],"domain_scores_gemma":[0.9984767,0.0003401205,0.0006184872,0.0001173397,0.0002333528,0.0002139567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002730746,0.0008291411,0.9568979,0.000008003811,0.001254719,0.001022185,0.001191871,0.0000890019,0.0003378231,0.000002522357,0.0006962692,0.03739753],"study_design_scores_gemma":[0.006875731,0.0003458021,0.9875217,0.0003380812,0.002848188,0.00002287441,0.0009439719,0.0001120187,0.0002362025,0.00001674183,0.0006561219,0.00008255189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770198,0.0131211,0.00008564585,0.008774634,0.0001639633,0.0004355875,0.0003542663,0.000005306024,0.00003964052],"genre_scores_gemma":[0.9919078,0.006055334,0.0006152592,0.0008653258,0.0004945573,0.00003133273,0.000008351758,0.00001134814,0.00001065383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03731498,"threshold_uncertainty_score":0.9996414,"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."}}