{"id":"W4312139712","doi":"10.1136/ijgc-2022-igcs.341","title":"EP250/#199 Intraoperative predictors of appendiceal abnormalities in mucinous ovarian neoplasms","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Juravinski Cancer Centre","funders":"","keywords":"Appendix; Medicine; Mucinous cystadenoma; Frozen section procedure; Mucinous Tumor; Pathological; Malignancy; Adenocarcinoma; Ovarian tumor; Surgical pathology; Radiology; Mucinous cystadenocarcinoma; Adnexal mass; Pathology; Ovary; Internal medicine; Ovarian cancer; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004974538,0.0001432138,0.000456733,0.0002755366,0.00006935216,0.00001710951,0.0003621158,0.00007057124,0.006578465],"category_scores_gemma":[0.0001714205,0.000107547,0.000175742,0.0001895281,0.0001613846,0.0001533221,0.000152767,0.0006074475,0.000003368082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045084,"about_ca_system_score_gemma":0.0004296198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003089944,"about_ca_topic_score_gemma":0.000107887,"domain_scores_codex":[0.9977987,0.0001297925,0.0007956941,0.0001541444,0.0008859073,0.0002357643],"domain_scores_gemma":[0.9987583,0.000234871,0.0004436086,0.00007094353,0.0003821284,0.0001101126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01050354,0.003434846,0.8925229,0.0001348236,0.001780052,0.009159628,0.009518286,0.00905426,0.01696249,0.02339924,0.004126452,0.01940346],"study_design_scores_gemma":[0.008194078,0.007251782,0.9202049,0.0002964195,0.0001834461,0.003804007,0.007138391,0.00051393,0.01052823,0.001564621,0.03991471,0.0004054316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905311,0.0005037303,0.00002095725,0.003287281,0.002042759,0.0001724508,0.0001120197,0.00001002256,0.003319711],"genre_scores_gemma":[0.9974827,0.0002109771,0.0002441679,0.001157181,0.0004914245,0.00003334974,0.0000137684,0.00001021667,0.0003562125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578826,"threshold_uncertainty_score":0.9943296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377468269693958,"score_gpt":0.2889047287264949,"score_spread":0.2751300460295553,"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."}}