{"id":"W4409311003","doi":"10.1016/j.ygyno.2025.03.039","title":"The use of indocyanine green (ICG) for sentinel lymph node detection in vulvar cancer","year":2025,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Medicine; Indocyanine green; Vulvar cancer; Sentinel lymph node; Vulvar neoplasm; Lymph node; Radiology; Cancer; Pathology; Carcinoma; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000899377,0.0001987273,0.0002449352,0.0008171187,0.00018823,0.000550108,0.0002396179,0.0004299938,0.001281247],"category_scores_gemma":[0.002684908,0.00009463084,0.0002957478,0.0005849333,0.0004485524,0.000490977,0.0002137234,0.0005625471,0.0001101996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004599976,"about_ca_system_score_gemma":0.0007457088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320409,"about_ca_topic_score_gemma":0.005292583,"domain_scores_codex":[0.999685,0.0001475473,0.00001349156,0.00003221093,0.00008753516,0.00003410513],"domain_scores_gemma":[0.9991657,0.0004964325,0.0001349318,0.00003406116,0.00008965827,0.0000792337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003060304,0.0004765836,0.2819294,0.0006855377,0.0001683979,0.001273775,0.0002067984,0.001144183,0.029782,0.0008432177,0.002479968,0.6779498],"study_design_scores_gemma":[0.0003903983,0.01205427,0.8417039,0.001675817,0.00083105,0.01531722,0.001320495,0.009494334,0.04915145,0.001782146,0.06617641,0.0001024678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323621,0.1342656,0.003440252,0.003782596,0.0006380343,0.0001036895,0.0001836953,0.00008774113,0.02513648],"genre_scores_gemma":[0.9761121,0.01940215,0.002367449,0.0007705574,0.0002394979,0.00001731697,0.0000517148,0.00001303295,0.001026138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320409,"threshold_uncertainty_score":0.004756391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05892365380486989,"score_gpt":0.3516219878672718,"score_spread":0.2926983340624019,"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."}}