{"id":"W2170101119","doi":"10.1097/01.blo.0000141660.05125.46","title":"Lymph Node Metastasis in Soft Tissue Sarcoma in an Extremity","year":2004,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Soft tissue sarcoma; Epithelioid sarcoma; Sarcoma; Lymph node; Rhabdomyosarcoma; Soft tissue; Lymphatic system; Angiosarcoma; Stage (stratigraphy); Metastasis; Lymph; Cancer; Surgery; Radiology; Pathology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004180713,0.0001808159,0.0006056003,0.000371181,0.0001274235,0.00003852692,0.0001395728,0.0004688722,0.0002181332],"category_scores_gemma":[0.001312237,0.0001386809,0.000167491,0.00079784,0.000546544,0.0000902247,0.0001614851,0.001424455,0.0001154002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496723,"about_ca_system_score_gemma":0.0003578075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007068375,"about_ca_topic_score_gemma":0.0004368742,"domain_scores_codex":[0.9967148,0.0005052914,0.000854234,0.00068754,0.0006156451,0.0006224821],"domain_scores_gemma":[0.9976659,0.001050572,0.00006135117,0.0004898041,0.0001532407,0.0005791255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001988157,0.003124331,0.8383051,0.00003419279,0.00006158291,0.004501263,0.0001853509,0.0000323766,0.00002468744,0.0002648297,0.0000530945,0.1532144],"study_design_scores_gemma":[0.01052961,0.0005979348,0.9825879,0.0004021568,0.00005936504,0.0001705281,0.0002442428,0.0004758321,0.0000362289,0.003217454,0.001525382,0.0001533345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828503,0.008851619,0.000009542256,0.006446145,0.0001481922,0.0005341275,0.000006088164,0.00003279689,0.001121255],"genre_scores_gemma":[0.9907607,0.008017735,0.0006463327,0.0002305871,0.00008276737,0.00003360524,0.00004060221,0.00003116646,0.0001564352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153061,"threshold_uncertainty_score":0.6188626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130763510101534,"score_gpt":0.4600577917800319,"score_spread":0.3292942816784979,"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."}}