{"id":"W2768500750","doi":"10.1097/gox.0000000000001566","title":"Use of Indocyanine Green for Sentinel Lymph Node Biopsy: Case Series and Methods Comparison","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sentinel lymph node; Indocyanine green; Medicine; Lymph; Biopsy; Sentinel node; Melanoma; Lymph node; Gamma probe; Radiology; Surgery; Pathology; Breast cancer; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001620976,0.001810738,0.001123579,0.009233195,0.0009466377,0.001329022,0.001049855,0.001968634,0.003751484],"category_scores_gemma":[0.00613491,0.0006772278,0.001577124,0.004445203,0.001298561,0.001341426,0.001450949,0.0007456079,0.001325448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000855758,"about_ca_system_score_gemma":0.0007071584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149879,"about_ca_topic_score_gemma":0.000961489,"domain_scores_codex":[0.997459,0.000578207,0.0005126652,0.0004876597,0.0005652434,0.0003972007],"domain_scores_gemma":[0.9944134,0.002371373,0.00161124,0.0005995466,0.0005267799,0.0004775824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000923178,0.0006792844,0.9088947,0.0003377745,0.0003552579,0.05727534,0.0006434568,0.0005058663,0.001488237,0.0002158722,0.0005015653,0.02817944],"study_design_scores_gemma":[0.0001869328,0.002415481,0.455557,0.0002385032,0.0006114659,0.5299452,0.002219459,0.002318326,0.00251001,0.0004381138,0.00339527,0.0001643063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893783,0.005737394,0.001527495,0.00006816277,0.00005876951,0.0001797618,0.0002017263,0.00003757233,0.002810949],"genre_scores_gemma":[0.9954614,0.002507391,0.000914605,0.00005847077,0.0001717257,0.0001251195,0.0004397388,0.00001979038,0.0003018241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009233195,"threshold_uncertainty_score":0.01255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07447966624396678,"score_gpt":0.357487225943938,"score_spread":0.2830075596999712,"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."}}