{"id":"W3084123456","doi":"10.1002/cncr.33189","title":"Curability of patients with lymph node metastases from extremity soft‐tissue sarcoma","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Hôpital Maisonneuve-Rosemont; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Soft tissue sarcoma; Sarcoma; Soft tissue; Stage (stratigraphy); Chondrosarcoma; Lymph node; Rhabdomyosarcoma; Surgery; Cancer; Retrospective cohort study; Epithelioid sarcoma; Radiology; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002274861,0.0001318062,0.0003506193,0.00001431779,0.00002444623,0.000005009199,0.00005745141,0.00003265143,0.001231889],"category_scores_gemma":[0.00006238791,0.00008871128,0.00006115439,0.0001145869,0.00006948647,0.00004754953,0.0000288029,0.00005036836,0.00001465048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009995388,"about_ca_system_score_gemma":0.00009233264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009204008,"about_ca_topic_score_gemma":0.00003343822,"domain_scores_codex":[0.9991532,0.00002844199,0.0001798313,0.0002698233,0.0002342302,0.0001344714],"domain_scores_gemma":[0.9993075,0.00008806434,0.00008490615,0.0002462527,0.0001135252,0.000159814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003437836,0.0005488621,0.9479506,0.00005364935,0.000171332,0.00001603643,0.0001624299,0.000007100437,0.0001696473,0.000007072586,0.0007325409,0.04983697],"study_design_scores_gemma":[0.003133599,0.0001087128,0.9787645,0.00008000789,0.0003459234,3.103378e-7,0.00003087611,0.00002627395,0.01227033,0.00002468069,0.005126674,0.00008815616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928657,0.004428198,0.0000859092,0.001420339,0.00005247329,0.0002914053,0.0006913373,0.00002867581,0.0001359846],"genre_scores_gemma":[0.9978067,0.00006957656,0.0008575682,0.0009836226,0.00007897267,0.00006349658,0.0001154729,0.00001560733,0.00000893307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04974881,"threshold_uncertainty_score":0.9996811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910767664414065,"score_gpt":0.2837469657362935,"score_spread":0.2546392890921528,"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."}}