{"id":"W4307584888","doi":"10.1245/s10434-022-12688-6","title":"Sentinel Lymph Node Biopsy for Extremity and Truncal Soft Tissue Sarcomas: A Systematic Review of the Literature","year":2022,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sentinel lymph node; Surgical oncology; Soft tissue sarcoma; Biopsy; Systematic review; Grading (engineering); Breast cancer; Occult; Melanoma; Soft tissue; Wide local excision; Sentinel node; Radiology; Surgery; MEDLINE; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002622876,0.0008644497,0.00412004,0.006092897,0.0003438781,0.001292959,0.0009876663,0.001113741,0.002724893],"category_scores_gemma":[0.0130143,0.0005683562,0.004191968,0.007103999,0.000657029,0.001458338,0.0009413766,0.0007277459,0.000191839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102781,"about_ca_system_score_gemma":0.003898161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004932541,"about_ca_topic_score_gemma":0.02103538,"domain_scores_codex":[0.9979365,0.0004639908,0.0008629697,0.0002618931,0.0004089714,0.00006572722],"domain_scores_gemma":[0.9894896,0.007498009,0.002101098,0.00009727479,0.0006763907,0.0001375512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003801493,0.00003066951,0.004641174,0.8712488,0.01161283,0.0002250904,0.0001845683,0.0001513763,0.000428233,0.0001683492,0.003630338,0.1072985],"study_design_scores_gemma":[0.0004808907,0.0003838531,0.02720887,0.7896187,0.1394467,0.002450827,0.0005949532,0.00017697,0.0003214216,0.0004701497,0.03875834,0.00008826835],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006607224,0.9989585,0.00003280674,0.00007837011,0.00003363002,0.00002113491,0.0001364595,0.000001631544,0.00007678235],"genre_scores_gemma":[0.007426029,0.9920087,0.0001625085,0.0002103361,0.00004085422,0.00002935875,0.00009122353,0.000001130234,0.00002986747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006092897,"threshold_uncertainty_score":0.01387125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07870761056740437,"score_gpt":0.3882169814681418,"score_spread":0.3095093709007374,"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."}}