{"id":"W4353029051","doi":"10.1002/cjp2.311","title":"p53 and ovarian carcinoma survival: an Ovarian Tumor Tissue Analysis consortium study","year":2023,"lang":"en","type":"article","venue":"The Journal of Pathology Clinical Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Canada's Michael Smith Genome Sciences Centre; Vancouver General Hospital; University of British Columbia; BC Cancer Agency; Foothills Medical Centre; University of Alberta; University of Calgary","funders":"Cilag; Medical Research and Materiel Command; National Center for Advancing Translational Sciences; Institute of Cancer Research; Breast Cancer Now; University College London; Cancer Institute NSW; Peter MacCallum Foundation; National Cancer Institute; Instituto de Salud Carlos III; Cancer Council Tasmania; University of Calgary; Cancer Council Victoria; Medical Research Council; AstraZeneca; Genentech; National Institutes of Health; UCLH Biomedical Research Centre; Eisai; Bundesministerium für Bildung und Forschung; Ministerio de Economía y Competitividad; Canadian Institutes of Health Research; Swedish Cancer Foundation; Ovarian Cancer Australia; Ipsen; Cancer Australia; National Institute for Health and Care Research; BeiGene; VGH and UBC Hospital Foundation; Minnesota Ovarian Cancer Alliance; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; U.S. Department of Defense; Cancer Research UK; Cancer Council NSW; American Cancer Society; Cancer Council South Australia; Pomorski Uniwersytet Medyczny W Szczecinie; Deutsches Krebsforschungszentrum; Fred C. and Katherine B. Andersen Foundation; University of Cambridge; University of Pittsburgh; Mayo Foundation for Medical Education and Research; National Health and Medical Research Council; National Center for Research Resources; BC Cancer Foundation; Oak Foundation; European Regional Development Fund; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Cancer Research Society; NIHR Cambridge Biomedical Research Centre; Sydney West Translational Cancer Research Centre","keywords":"Serous carcinoma; Ovarian carcinoma; Tissue microarray; Hazard ratio; Immunohistochemistry; Clear cell carcinoma; Serous fluid; Carcinoma; Oncology; Internal medicine; Ovarian cancer; Medicine; Confidence interval; Pathology; Cancer; Biology","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":[0.02646656,0.0001653737,0.001034317,0.000723631,0.0002676753,0.00004544247,0.0003668735,0.0001392364,0.0002660729],"category_scores_gemma":[0.002672198,0.00009724886,0.0002159126,0.001698149,0.0006837794,0.00007756725,0.0002377449,0.0013581,0.00008689008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007150289,"about_ca_system_score_gemma":0.0004638481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340013,"about_ca_topic_score_gemma":0.0003066807,"domain_scores_codex":[0.9921875,0.004790033,0.001173618,0.0003805952,0.0009293022,0.0005389572],"domain_scores_gemma":[0.9929481,0.004656639,0.0003083924,0.0008020179,0.0007378868,0.0005469723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001304367,0.00168174,0.9747576,0.00001360891,0.001368692,0.01221905,0.001036275,0.000009241487,0.0001491809,0.0001661409,0.00114597,0.00614819],"study_design_scores_gemma":[0.004146937,0.008655879,0.9802884,0.00001863733,0.002057352,0.0005599111,0.002941747,0.0001025245,0.00005157755,0.0003999373,0.0006959683,0.00008110446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881468,0.0003215756,0.00003878607,0.01016024,0.0003392866,0.0005662052,0.00001821748,0.0000193553,0.0003895559],"genre_scores_gemma":[0.9981309,0.0006114384,0.0001605814,0.0002393561,0.0005189067,0.00001648149,0.000007870017,0.0000210899,0.0002933828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02379437,"threshold_uncertainty_score":0.9172835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2840315585752345,"score_gpt":0.5422257977343068,"score_spread":0.2581942391590723,"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."}}