{"id":"W3037339683","doi":"10.1245/s10434-020-08775-1","title":"Virtual Biobanking for Retroperitoneal Sarcoma: A Transatlantic Australasian Retroperitoneal Sarcoma Working Group (TARPSWG) Initiative","year":2020,"lang":"en","type":"editorial","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Surgical oncology; Biobank; Medicine; Sarcoma; General surgery; Oncology; Pathology; Bioinformatics; Biology","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":[0.02121274,0.002625843,0.003446237,0.004168128,0.003342681,0.01106066,0.00439854,0.02177012,0.01426067],"category_scores_gemma":[0.05449265,0.001423063,0.003299782,0.002312413,0.002705434,0.006191299,0.003274993,0.02425119,0.007906038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552348,"about_ca_system_score_gemma":0.008653536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659375,"about_ca_topic_score_gemma":0.01082574,"domain_scores_codex":[0.9901423,0.002438869,0.001285455,0.0007504665,0.004696337,0.0006865434],"domain_scores_gemma":[0.9375257,0.02971013,0.00351607,0.001159283,0.01811081,0.009978015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002843694,0.000008306609,0.00001980585,0.0001582863,0.00001577627,0.00004505593,0.000009654388,0.00001773613,0.00002033638,0.0002452076,0.9949636,0.004467828],"study_design_scores_gemma":[0.0001956462,0.00004313224,0.0003375441,0.001111364,0.0001168675,0.0001597678,0.00006826266,0.000200424,0.00006947392,0.001514129,0.9961585,0.00002483044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003679,0.004716594,0.0001872271,0.07384616,0.9195243,0.00003144919,0.00009519403,0.00006075458,0.001501557],"genre_scores_gemma":[0.0004339278,0.006246788,0.0002475393,0.04030747,0.9471735,0.00004966571,0.00008308799,0.00004149488,0.005416566],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02177012,"threshold_uncertainty_score":0.1121851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09008359056922964,"score_gpt":0.3665263208127073,"score_spread":0.2764427302434777,"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."}}