{"id":"W2044566027","doi":"10.1002/cncr.22874","title":"Sentinel lymph node in vulvar cancer","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Vulvar cancer; Sentinel lymph node; Vulva; Dissection (medical); Lymph; Surgery; Lymphadenectomy; Vulvar Diseases; Lymph node; Vulvectomy; Cancer; Radiology; Pathology; Breast cancer; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001388092,0.0001345381,0.0002724736,0.0001451042,0.00002803417,0.000006831826,0.00006123725,0.00008254503,0.00214656],"category_scores_gemma":[0.00003541593,0.0001061047,0.00007402436,0.0006214946,0.00003662729,0.00004473482,0.00002469798,0.000116074,0.00006226089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005891861,"about_ca_system_score_gemma":0.0001571757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003016504,"about_ca_topic_score_gemma":0.0003628842,"domain_scores_codex":[0.9988988,0.0000100929,0.0002344378,0.000250319,0.000232467,0.0003738846],"domain_scores_gemma":[0.9994992,0.00004758055,0.00004785057,0.0001694397,0.00006187688,0.0001740565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000523315,0.0001374708,0.9509974,0.00007167667,0.00006678336,0.0001278304,0.00008666442,0.00001557772,0.002218924,0.00005979243,0.0005023562,0.04519226],"study_design_scores_gemma":[0.006336315,0.00001817788,0.9727759,0.0001878354,0.00008062991,0.000006591055,0.00004006463,0.00002381598,0.005962271,0.00005963815,0.01437291,0.0001358533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710358,0.007636175,0.0000490724,0.001440622,0.0006205591,0.0002008064,0.00001664502,0.00004970423,0.0189506],"genre_scores_gemma":[0.9904878,0.001085228,0.00009705371,0.003608832,0.0007715301,0.00009446765,0.000009392235,0.00002386509,0.003821823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0450564,"threshold_uncertainty_score":0.9987656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256993505331572,"score_gpt":0.3475846661517873,"score_spread":0.3150147310984716,"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."}}