{"id":"W2886558446","doi":"10.1002/cjp2.109","title":"Association of p16 expression with prognosis varies across ovarian carcinoma histotypes: an Ovarian Tumor Tissue Analysis consortium study","year":2018,"lang":"en","type":"article","venue":"The Journal of Pathology Clinical Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Vancouver General Hospital; University of British Columbia; Royal Alexandra Hospital; BC Cancer Agency; Foothills Medical Centre; University of Calgary","funders":"Medical Research and Materiel Command; Instituto de Salud Carlos III; Cancer Council Tasmania; Cancer Council Victoria; National Health and Medical Research Council; National Center for Advancing Translational Sciences; Medical Research Council; National Institutes of Health; Peter MacCallum Foundation; Ministerio de Economía y Competitividad; Canadian Institutes of Health Research; Cancer Institute NSW; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Fred C. and Katherine B. Andersen Foundation; Calgary Laboratory Services; University of Cambridge; University College London; Cancer Research UK; Minnesota Ovarian Cancer Alliance; Huntsman Cancer Foundation; Cancer Council NSW; Ovarian Cancer Australia; National Cancer Institute; Universität Heidelberg; Cancer Research Society; Cancer Council South Australia; Pomorski Uniwersytet Medyczny W Szczecinie; Deutsches Krebsforschungszentrum; Cancer Australia; Ovarian Cancer Action; VGH and UBC Hospital Foundation; National Center for Research Resources; BC Cancer Foundation; Oak Foundation; Kræftens Bekæmpelse; Mayo Foundation for Medical Education and Research; U.S. Department of Defense","keywords":"Tissue microarray; Ovarian carcinoma; Serous carcinoma; Serous fluid; CDKN2A; Hazard ratio; Immunohistochemistry; Ovarian cancer; Oncology; Cancer research; Medicine; Carcinoma; Survival analysis; Pathology; Internal medicine; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01682104,0.0001712127,0.001050815,0.0003070452,0.0003393257,0.00003553791,0.0003908048,0.0001912484,0.0003217172],"category_scores_gemma":[0.002558422,0.00009280284,0.0002023231,0.0009882138,0.0009782609,0.0001275195,0.0001368665,0.0009942302,0.00001839984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610476,"about_ca_system_score_gemma":0.0006529654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002875641,"about_ca_topic_score_gemma":0.0007250654,"domain_scores_codex":[0.9929358,0.003672828,0.001310866,0.0003469339,0.001232847,0.0005006784],"domain_scores_gemma":[0.9925649,0.00274119,0.001040361,0.0007022926,0.00264731,0.0003039492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005728018,0.00401907,0.9804261,0.00001906264,0.001653992,0.0008771329,0.003818627,0.000003241974,0.0006426112,0.00002280799,0.0008339277,0.001955383],"study_design_scores_gemma":[0.004648054,0.0276632,0.9580548,0.00007463364,0.002701164,0.0001587961,0.003297949,0.00002411668,0.002794258,0.00009324455,0.0004041079,0.00008562705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948246,0.0001827597,0.0002612873,0.003599382,0.0001918903,0.0006965266,0.00002805839,0.000009005449,0.0002065311],"genre_scores_gemma":[0.9978399,0.00008553908,0.001149595,0.0001323662,0.0005211611,0.00002658845,0.000005802371,0.00001872556,0.0002203378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02364413,"threshold_uncertainty_score":0.582987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275155867151164,"score_gpt":0.4926214036127324,"score_spread":0.3651058168976161,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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