{"id":"W3184726216","doi":"10.48083/vogf2319","title":"Primary Adult Retroperitoneal Sarcoma: A Comprehensive Genomic Profiling Study","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synovial sarcoma; Liposarcoma; Sarcoma; Cancer research; Leiomyosarcoma; Biology; Immunohistochemistry; Gene expression profiling; Oncology; Medicine; Internal medicine; Gene; Pathology; Gene expression; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000325772,0.0001697673,0.0002557288,0.0008988352,0.0002285204,0.0003630164,0.0001377335,0.000181754,0.0009740253],"category_scores_gemma":[0.0006416732,0.0001327579,0.0002008938,0.0009142673,0.0001590599,0.0001498184,0.000470557,0.0001675469,0.000271803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605276,"about_ca_system_score_gemma":0.0002578141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007670223,"about_ca_topic_score_gemma":0.001122406,"domain_scores_codex":[0.9997532,0.00003796922,0.00002575271,0.00009264598,0.00005091447,0.00003963143],"domain_scores_gemma":[0.9996808,0.00006012364,0.00009080701,0.00004089813,0.00005132554,0.00007611509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003955077,0.00009516421,0.9577407,0.00009666892,0.0001512295,0.001871132,0.0002618673,0.0002519698,0.01740589,0.000074831,0.0005328951,0.02112216],"study_design_scores_gemma":[0.00001399289,0.0002121434,0.9909859,0.00001052753,0.00007864217,0.005663063,0.0001465936,0.0002567065,0.001118868,0.00005216348,0.00145554,0.000005974009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975364,0.0004309157,0.0005572162,0.0000280471,0.000001725469,0.00002518638,0.001072298,0.00001231037,0.0003357731],"genre_scores_gemma":[0.9974904,0.0002340578,0.0005320554,0.00002723927,0.000006249666,0.0000142813,0.001594023,0.000004086723,0.0000974506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009740253,"threshold_uncertainty_score":0.003258467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180883980149261,"score_gpt":0.3338501029798441,"score_spread":0.2820412631783515,"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."}}