{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005192831,0.0001315959,0.0003360291,0.0002002617,0.00007792473,0.000009017156,0.0002578245,0.0000881849,0.0003434446],"category_scores_gemma":[0.000213915,0.0001073344,0.00006685469,0.001962645,0.0006887707,0.0000877372,0.00007697341,0.0002477815,0.00007604994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934632,"about_ca_system_score_gemma":0.0009223049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322314,"about_ca_topic_score_gemma":0.0001497385,"domain_scores_codex":[0.9979841,0.00003178916,0.0003667836,0.0003529748,0.0007001334,0.0005642591],"domain_scores_gemma":[0.9993606,0.00006260989,0.00008818099,0.0002132121,0.00004863866,0.0002267303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000486019,0.0002092056,0.03437895,0.000353997,0.00003132036,0.001359561,0.005356576,0.0004571866,0.7823056,0.00542618,0.001846304,0.1677891],"study_design_scores_gemma":[0.003425942,0.0009885498,0.8499914,0.001322687,0.00004930103,0.0007710757,0.003750833,0.01772717,0.07085497,0.003490163,0.04708673,0.0005411251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990234,0.0002968888,0.00001307499,0.001601145,0.0003383081,0.0002247238,0.00002388562,0.00008029852,0.007187699],"genre_scores_gemma":[0.9979701,0.0002966271,0.0003781053,0.0004176263,0.0002688185,0.00003065878,0.000007198936,0.00001177324,0.0006190931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8156125,"threshold_uncertainty_score":0.4376969,"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."}}