{"id":"W4324027617","doi":"10.3332/ecancer.2023.1519","title":"Role of perigastric arcade removal in serous epithelial ovarian cancers","year":2023,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Omentectomy; Medicine; Serous fluid; Surgery; Micrometastasis; Internal medicine; Chemotherapy; Cancer; Metastasis","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":[0.0003710256,0.0001215984,0.0001458438,0.0002906548,0.000162654,0.0002544279,0.0001273053,0.0001705855,0.0009264258],"category_scores_gemma":[0.001413148,0.000056532,0.0002197207,0.0002146944,0.0002565141,0.0002310474,0.0001726389,0.0002280726,0.00008774665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200372,"about_ca_system_score_gemma":0.0002590483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003397009,"about_ca_topic_score_gemma":0.0007160102,"domain_scores_codex":[0.9998212,0.00006646488,0.00001748986,0.00002286518,0.00004475794,0.00002714002],"domain_scores_gemma":[0.999158,0.0002824746,0.0003680865,0.00003998738,0.00003764916,0.0001137924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002051486,0.0001703556,0.9252667,0.0002997543,0.00007784499,0.00197762,0.00009458961,0.000145664,0.00240339,0.00006264913,0.0001729615,0.0672769],"study_design_scores_gemma":[0.00005100219,0.002001881,0.9831157,0.0001142753,0.0001332162,0.01075127,0.0002345989,0.0002810857,0.001063535,0.0001127386,0.002134397,0.000006267514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868801,0.01204311,0.0002333116,0.000125595,0.00002572732,0.00001234445,0.000045433,0.000005595626,0.0006288051],"genre_scores_gemma":[0.9979856,0.001672884,0.0001413813,0.00002553747,0.00003659987,0.000004552619,0.00004457141,8.328013e-7,0.00008807073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009264258,"threshold_uncertainty_score":0.003099263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145528577881002,"score_gpt":0.2718577024892704,"score_spread":0.2604024167104604,"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."}}