{"id":"W4390616289","doi":"10.3390/curroncol31010020","title":"Review on Lymph Node Metastases, Sentinel Lymph Node Biopsy, and Lymphadenectomy in Sarcoma","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Narodowe Centrum Nauki","keywords":"Medicine; Sentinel lymph node; Lymph; Lymph node; Biopsy; Lymphadenectomy; Sarcoma; Breast cancer; Melanoma; Pathology; Soft tissue sarcoma; Radiology; Pathological; Cancer; Internal medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003672516,0.0006363164,0.001194362,0.003754278,0.0002622111,0.0007076707,0.0007202043,0.0006223384,0.007277149],"category_scores_gemma":[0.001113014,0.0002722914,0.0006700066,0.004303274,0.0002627629,0.001041485,0.0004370546,0.0008312763,0.002281505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000416376,"about_ca_system_score_gemma":0.001105086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537633,"about_ca_topic_score_gemma":0.002993014,"domain_scores_codex":[0.999782,0.00003897369,0.00005910132,0.0000328758,0.00007260427,0.00001444125],"domain_scores_gemma":[0.9994398,0.0003005024,0.00009560532,0.00001189329,0.000121239,0.00003101019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006257419,0.00005435653,0.0002942092,0.07086235,0.0001909149,0.0004499751,0.0001211048,0.0002895778,0.001257063,0.001108587,0.06732382,0.8579855],"study_design_scores_gemma":[0.00001699694,0.00009442642,0.001842335,0.02354239,0.0004610013,0.00354602,0.00008418242,0.00006022521,0.000256125,0.0009036841,0.9691724,0.00002015694],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001365735,0.9980174,0.00007825978,0.0001707133,0.0002635971,0.000007660338,0.00004611373,0.000006891318,0.001272722],"genre_scores_gemma":[0.0004048445,0.9987576,0.0001140213,0.0001500551,0.0001575845,0.000005252509,0.00005453779,0.000001360997,0.0003547799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007277149,"threshold_uncertainty_score":0.0243445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481314425871783,"score_gpt":0.447290433866469,"score_spread":0.2991589912792907,"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."}}