{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002819174,0.0003531587,0.0005543655,0.001124215,0.0006063603,0.000835892,0.0004697951,0.0003548464,0.0008609549],"category_scores_gemma":[0.005489024,0.0003169275,0.0006276604,0.002081727,0.0003981537,0.0003450393,0.001182671,0.000392376,0.0001906171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991443,"about_ca_system_score_gemma":0.0007167779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007621866,"about_ca_topic_score_gemma":0.01015637,"domain_scores_codex":[0.9978956,0.0008809945,0.0002168137,0.0004732888,0.0003274255,0.0002058909],"domain_scores_gemma":[0.9944349,0.001253668,0.001763128,0.001203439,0.000685841,0.0006590943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002751156,0.0000175739,0.9972792,0.00001192819,0.000181328,0.0001135292,0.0001200754,0.00003237286,0.0007806561,0.00001222089,0.00007133433,0.001104632],"study_design_scores_gemma":[0.00002846747,0.00007470375,0.9983417,0.000004631157,0.0001317456,0.0005055051,0.0001838356,0.0001631636,0.0002741508,0.00001716681,0.0002696571,0.000005153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992734,0.0001348738,0.000147765,0.00002009526,0.000001333508,0.00001226879,0.0003032779,0.000002727991,0.0001043674],"genre_scores_gemma":[0.999002,0.00005217741,0.0001469321,0.00001338816,0.000004267542,0.00001885454,0.0006937136,0.000004452927,0.00006413189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007621866,"threshold_uncertainty_score":0.01515496,"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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