{"id":"W4282965023","doi":"10.1158/1538-7445.am2022-5400","title":"Abstract 5400: Detection of satellite tumor cells in peritumoral edema in myxofibrosarcoma and undifferentiated pleomorphic sarcoma using targeted gene sequencing","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Sarcoma; Myxofibrosarcoma; Medicine; Circulating tumor cell; Population; Pathology; Digital polymerase chain reaction; Cancer research; Cancer; Gene; Internal medicine; Biology; Polymerase chain reaction; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002248256,0.0001367856,0.0001156809,0.0007338571,0.0001690872,0.000244507,0.0001191668,0.0001520687,0.0009680105],"category_scores_gemma":[0.0005420645,0.00009583775,0.00007776284,0.0003283792,0.0002594092,0.0001441379,0.0001849125,0.00007952424,0.000190275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923193,"about_ca_system_score_gemma":0.0001204174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003138927,"about_ca_topic_score_gemma":0.004915338,"domain_scores_codex":[0.9998599,0.00001493202,0.00001800978,0.00003616675,0.00004647336,0.00002449663],"domain_scores_gemma":[0.9998114,0.00004144629,0.00004863043,0.00001739689,0.00005313335,0.0000280391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003101694,0.00002110959,0.7655795,0.00005844407,0.00002056995,0.003034326,0.0003378819,0.0001201385,0.2223005,0.0000527818,0.0001133276,0.008051196],"study_design_scores_gemma":[0.000008228484,0.0001966141,0.9396299,0.00001030572,0.00003300692,0.01172519,0.00049096,0.001177837,0.04585673,0.00004390821,0.0008228611,0.000004451848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990509,0.0001304459,0.0003759786,0.000005898642,0.000001582528,0.000008589368,0.00009897769,0.000007157076,0.0003205088],"genre_scores_gemma":[0.999102,0.00005098297,0.0005074072,0.000008221306,0.00000134229,0.000004266573,0.0001862526,0.000002526177,0.0001371428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003138927,"threshold_uncertainty_score":0.006241322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0986801945710639,"score_gpt":0.3624975422154249,"score_spread":0.263817347644361,"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."}}