{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002660861,0.0002574604,0.0001457782,0.0009130243,0.0002057995,0.0006757788,0.0002488004,0.0004106598,0.004861704],"category_scores_gemma":[0.002730001,0.0001494977,0.0002372837,0.0006694975,0.0002052166,0.0004856023,0.0003691686,0.0004130749,0.0007012071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401112,"about_ca_system_score_gemma":0.0002168079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008625684,"about_ca_topic_score_gemma":0.001657788,"domain_scores_codex":[0.99985,0.00002521534,0.00002631977,0.00001738214,0.00004097146,0.00003997544],"domain_scores_gemma":[0.9988955,0.0004090312,0.0003128929,0.00004484727,0.0001016091,0.0002360849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004909299,0.00002982678,0.9907724,0.00001895815,0.00002705889,0.001011492,0.00001516425,0.00009729477,0.001076292,0.00003203064,0.0003091874,0.006119486],"study_design_scores_gemma":[0.00001416989,0.0001451289,0.9930951,0.000021969,0.00006128401,0.003811714,0.0001590227,0.0006713381,0.0009138939,0.0000671665,0.001030848,0.000008352133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996031,0.0007586228,0.0001827706,0.00009646351,0.00005152724,0.000007806086,0.0004416837,0.00001434554,0.002415827],"genre_scores_gemma":[0.9983223,0.0002337721,0.0002691375,0.00002824985,0.00006550172,0.000006039981,0.0004611933,0.000006532328,0.0006073411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004861704,"threshold_uncertainty_score":0.01626402,"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."}}