{"id":"W4403935320","doi":"10.1200/jco.24.01071","title":"Advances in Vulvar Cancer Biology and Management","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Immunotherapy; Targeted therapy; Cancer; Oncology; Endometrial cancer; Malignancy; Cancer research; Bioinformatics; Immunology; Internal medicine; Biology","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":[0.001747501,0.0006819119,0.000900629,0.00153776,0.0006029779,0.002141962,0.001337275,0.001512956,0.006780143],"category_scores_gemma":[0.003971117,0.0002376731,0.0008299142,0.0009943414,0.0008740632,0.002118213,0.001465668,0.003352137,0.002116284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576096,"about_ca_system_score_gemma":0.002141918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958311,"about_ca_topic_score_gemma":0.003008765,"domain_scores_codex":[0.9993029,0.0002064302,0.00007832442,0.0001378989,0.0002000492,0.00007449211],"domain_scores_gemma":[0.9986131,0.0005350718,0.0001670628,0.00009651604,0.0004302709,0.0001580645],"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":[0.0001115042,0.00008574328,0.002260834,0.004282304,0.00006672831,0.0004393141,0.0001473075,0.001172166,0.001634678,0.007806711,0.04089725,0.9410955],"study_design_scores_gemma":[0.0000333405,0.0002624207,0.003055136,0.006762082,0.0001483294,0.004021953,0.0003735263,0.0008950912,0.001273106,0.00882904,0.9743019,0.00004416158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002016676,0.9681056,0.002695091,0.01493894,0.002301367,0.00002957018,0.0001311034,0.0001082111,0.009673445],"genre_scores_gemma":[0.03209995,0.9429704,0.005300274,0.007840857,0.005952133,0.00006446309,0.0005324463,0.00005970026,0.005179772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006780143,"threshold_uncertainty_score":0.02268183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536254081612858,"score_gpt":0.6114485950564893,"score_spread":0.3578231868952035,"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."}}