{"id":"W2515710694","doi":"10.1016/j.soc.2016.05.003","title":"Retroperitoneal Sarcoma","year":2016,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Sarcoma; Clinical trial; Multidisciplinary approach; Expert opinion; Multidisciplinary team; Excellence; Disease; Radiology; Intensive care medicine; Medical physics; Internal medicine; Pathology; Nursing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002627147,0.0005708472,0.006018467,0.0002251444,0.00005527167,0.000005123396,0.0003206506,0.0006524792,0.0007649625],"category_scores_gemma":[0.0002323845,0.0003293802,0.00208469,0.0004519674,0.0007472819,0.00002942427,0.0002092845,0.0007222095,0.0009661024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500523,"about_ca_system_score_gemma":0.001436509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001782814,"about_ca_topic_score_gemma":0.000007119356,"domain_scores_codex":[0.9959614,0.0004589643,0.001909444,0.0007376618,0.0003943157,0.0005381942],"domain_scores_gemma":[0.993837,0.003385424,0.00125469,0.0008751153,0.0001847321,0.0004630284],"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":[0.0001653466,0.001855577,0.003691736,0.00163292,0.0008200564,0.003277866,0.000005382877,2.572737e-8,2.964093e-9,0.00002679881,0.001491771,0.9870325],"study_design_scores_gemma":[0.001693323,0.002929588,0.0004950794,0.004005153,0.002064469,0.0006217285,0.000002620711,4.294192e-7,5.980671e-8,0.000007620677,0.9878884,0.0002915052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001665504,0.9860988,0.000002283176,0.0004390744,0.0005298444,0.0008942363,0.000243541,0.00006111176,0.01156455],"genre_scores_gemma":[0.0000881609,0.9971696,0.0007730178,0.0002367691,0.000601124,0.0001929471,0.0003564752,0.00008098716,0.0005008762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.986741,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06716512051466322,"score_gpt":0.4166204164280569,"score_spread":0.3494552959133936,"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."}}