{"id":"W4295106602","doi":"10.3390/curroncol29090504","title":"Updates in Pathology for Retroperitoneal Soft Tissue Sarcoma","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Electricity Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Leiomyosarcoma; Sarcoma; Soft tissue; Pathology; Soft tissue sarcoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003431967,0.0004618759,0.003033491,0.0003990525,0.00006570527,0.000008910032,0.0002330532,0.0004081994,0.001584029],"category_scores_gemma":[0.00021525,0.0003638699,0.0005134961,0.0002827338,0.0001070855,0.00002234848,0.0001981589,0.0007413605,0.000235152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322216,"about_ca_system_score_gemma":0.0006074382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001106135,"about_ca_topic_score_gemma":0.00003116211,"domain_scores_codex":[0.9973222,0.000390277,0.0008431326,0.0007399443,0.0001559094,0.0005485424],"domain_scores_gemma":[0.9981097,0.0009026131,0.0003213426,0.0004818091,0.00003931615,0.0001452325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005006692,0.002327645,0.0007759329,0.005896673,0.0001056796,0.0008275221,0.0000508598,4.77576e-8,1.499471e-7,0.0001998183,0.01848329,0.9712823],"study_design_scores_gemma":[0.001898239,0.00178988,0.0001004939,0.001613277,0.001281675,0.0009730908,0.00002831119,0.000003115789,9.428283e-7,0.00004613363,0.9919966,0.0002682471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008781396,0.9935439,0.000007594907,0.000312782,0.002520074,0.00282061,0.0001438334,0.00009199637,0.0004714213],"genre_scores_gemma":[0.00001837959,0.9911836,0.0003745736,0.0001038183,0.0005389641,0.00567288,0.001827638,0.0001667267,0.0001134635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9735133,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2504595930687037,"score_gpt":0.4910398152714641,"score_spread":0.2405802222027604,"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."}}