{"id":"W1480421411","doi":"10.1002/jso.21846","title":"Invasive melanoma of the face: Management, outcomes, and the role of sentinel lymph node biopsy in 260 patients at a single institution","year":2010,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Melanoma; Sentinel lymph node; Biopsy; Sentinel node; Surgery; Lymph node; Disease; General surgery; Radiology; Internal medicine; Cancer","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":[0.0005109756,0.000348541,0.0002868349,0.0008812374,0.0004382141,0.0006147153,0.0003436689,0.0004171056,0.0008876066],"category_scores_gemma":[0.001669682,0.000494557,0.0003011379,0.000758241,0.0004230669,0.0004810262,0.0004726694,0.0005088758,0.0002974541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007313354,"about_ca_system_score_gemma":0.000608029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824269,"about_ca_topic_score_gemma":0.004297735,"domain_scores_codex":[0.9995731,0.00006755338,0.00005781675,0.00009627964,0.0001194427,0.00008589945],"domain_scores_gemma":[0.9987595,0.0001975155,0.0006282445,0.00005462644,0.00009190355,0.0002681144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005826915,0.00005832297,0.996471,0.000009950345,0.00001513163,0.0008035451,0.0001339095,0.0000845239,0.0002499767,0.000009470829,0.000134078,0.001971791],"study_design_scores_gemma":[0.0000243131,0.0006482389,0.9910578,0.00003496501,0.00003059666,0.006035815,0.0008931162,0.0005573573,0.0003136804,0.00003416854,0.0003560759,0.00001382027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994296,0.0001731133,0.00006309716,0.00003113822,0.000003726268,0.00000756863,0.0001027396,0.000004197203,0.0001847987],"genre_scores_gemma":[0.9994325,0.0001730224,0.0001019691,0.00002302119,0.00001152142,0.000008383584,0.0001859705,0.000002329245,0.00006119764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003824269,"threshold_uncertainty_score":0.007604003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00992606765790729,"score_gpt":0.2509229117751885,"score_spread":0.2409968441172812,"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."}}