{"id":"W4387470122","doi":"10.1016/j.ygyno.2023.09.016","title":"Survey of NF1 inactivation by surrogate immunohistochemistry in ovarian carcinomas","year":2023,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of British Columbia; CancerCare Manitoba; Saskatchewan Cancer Agency; University of Saskatchewan; University of Alberta; University of Calgary","funders":"National Cancer Institute","keywords":"Medicine; Immunohistochemistry; Ovarian cancer; Serous carcinoma; Serous fluid; Tissue microarray; Ovarian carcinoma; Cancer research; Cancer; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006602649,0.0001994387,0.0001289099,0.001949111,0.0003070303,0.0004226709,0.0001873667,0.0002731015,0.00146261],"category_scores_gemma":[0.001170512,0.0001414841,0.0001545955,0.0006294702,0.0003525021,0.0003650995,0.0003292148,0.000133773,0.0002339738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161342,"about_ca_system_score_gemma":0.0001968257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005119767,"about_ca_topic_score_gemma":0.0006340801,"domain_scores_codex":[0.9997019,0.00005257383,0.00004546316,0.00004440577,0.00006210943,0.00009352949],"domain_scores_gemma":[0.9995645,0.000148526,0.0001025894,0.00004550696,0.00007918115,0.00005959433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008179948,0.00005518056,0.7352819,0.0001153493,0.0000523185,0.01786928,0.001004388,0.0002997514,0.2261443,0.0006448085,0.0001734193,0.01754139],"study_design_scores_gemma":[0.00001855107,0.0003682953,0.8082655,0.00004636624,0.0001789511,0.08008397,0.002693861,0.002143488,0.09567718,0.000756885,0.009747971,0.00001896828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960388,0.0005941711,0.000505819,0.00001913662,0.000004820183,0.000006383745,0.00004535544,0.00001090603,0.002774504],"genre_scores_gemma":[0.9992982,0.0002018476,0.0002324186,0.000006595374,0.00000350313,0.000004088066,0.0000555021,0.000002674566,0.0001951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001949111,"threshold_uncertainty_score":0.004892886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174035862380889,"score_gpt":0.3238223373514621,"score_spread":0.2820819787276532,"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."}}