{"id":"W3028323446","doi":"","title":"Retroperitoneal pelvic tumours in women: diagnostic and therapeutic challenges.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Laparotomy; Biopsy; Laparoscopy; Retroperitoneal space; Radiology; General surgery; Surgery","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":[0.0001231964,0.00009653313,0.000248722,0.00003690009,0.0000308989,0.000004200335,0.00003837201,0.00004920507,0.00001213999],"category_scores_gemma":[0.0002781576,0.0000790761,0.00002095948,0.0001020427,0.0001041903,0.00003040488,0.0000517869,0.0001701659,0.00001226239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005188124,"about_ca_system_score_gemma":0.00001396959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002724051,"about_ca_topic_score_gemma":0.000007171576,"domain_scores_codex":[0.9992453,0.00003930118,0.0001214459,0.0002046759,0.00008237694,0.0003068519],"domain_scores_gemma":[0.9995572,0.0001544231,0.00002053257,0.00007268824,0.0000130358,0.0001821468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001597462,0.000549552,0.3443002,0.0003670893,0.0002227496,0.001608195,0.01661193,0.000001727245,0.00005147278,0.0002834772,0.0006403955,0.6337658],"study_design_scores_gemma":[0.001234552,0.0004926067,0.9893376,0.000006829795,0.00003038086,0.00004307053,0.00140716,0.00000673586,0.00002362832,0.00009872008,0.007238364,0.00008040144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188718,0.02412022,2.839683e-7,0.05206301,0.00007155826,0.0004589071,0.000001309261,0.00003620777,0.004376758],"genre_scores_gemma":[0.9923275,0.002660125,0.000008252711,0.003775549,0.0001660112,0.0008812373,6.9611e-7,0.00001054841,0.0001700401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6450374,"threshold_uncertainty_score":0.322463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05248107629759604,"score_gpt":0.2450976395253621,"score_spread":0.1926165632277661,"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."}}