{"id":"W4319971887","doi":"10.3390/life13020489","title":"The Evolution of the Sentinel Node Biopsy in Melanoma","year":2023,"lang":"en","type":"review","venue":"Life","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emmanuel Bible College; University of Ottawa","funders":"","keywords":"Medicine; Melanoma; Sentinel lymph node; Context (archaeology); Biopsy; Wide local excision; Lymph node; Clinical trial; Adjuvant; Adjuvant therapy; Dissection (medical); Sentinel node; Clinical Practice; Surgery; Oncology; Cancer; Pathology; Internal medicine; Chemotherapy; Cancer research; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001987348,0.0005880503,0.001116829,0.002044647,0.0001959167,0.001094535,0.0007490308,0.001363089,0.002014425],"category_scores_gemma":[0.00257983,0.0002972817,0.0006638754,0.001831149,0.0009192427,0.001712258,0.0005655573,0.001964405,0.0007528207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008904091,"about_ca_system_score_gemma":0.001666309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696589,"about_ca_topic_score_gemma":0.00341755,"domain_scores_codex":[0.9991593,0.0003203062,0.0001436028,0.0001002559,0.0002492707,0.00002722094],"domain_scores_gemma":[0.9986197,0.0008886027,0.0001666021,0.00003025192,0.0002627241,0.00003222462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007617453,0.00002164858,0.0002785891,0.03583822,0.0001574277,0.0002146456,0.0001312525,0.000330742,0.0009016244,0.005143937,0.01907383,0.9378319],"study_design_scores_gemma":[0.0000252953,0.0001706514,0.001831952,0.03345748,0.0003097693,0.003781843,0.0002184504,0.0001883758,0.0005381638,0.00561745,0.9538269,0.00003376986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005391891,0.9987842,0.0001233689,0.000432244,0.0002088756,0.000002785413,0.000005165763,0.000002443589,0.0003870133],"genre_scores_gemma":[0.0008826808,0.9979528,0.0002963792,0.0004642006,0.0002169414,0.000003974405,0.00000946544,0.000001366932,0.0001722004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002044647,"threshold_uncertainty_score":0.01051027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0413395160526606,"score_gpt":0.3102516051793509,"score_spread":0.2689120891266902,"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."}}