{"id":"W2997373847","doi":"10.1002/9780471420194.tnmc31.pub2","title":"Vulva","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Distant metastasis; Pathological; Stage (stratigraphy); Lymph node metastasis; Metastasis; Medicine; Vulva; Lymph; Pathology; Cancer; Internal medicine; Biology; Paleontology; Ecology","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":[0.0002336766,0.0005481016,0.0003488589,0.001322896,0.000859685,0.001543696,0.0005566693,0.0005796354,0.2356768],"category_scores_gemma":[0.0009404733,0.0001389701,0.0005293097,0.000935766,0.0002195522,0.0005766065,0.001203641,0.0008190763,0.08829512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000501746,"about_ca_system_score_gemma":0.0008139811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834056,"about_ca_topic_score_gemma":0.002981207,"domain_scores_codex":[0.9997706,0.00002337907,0.00001462022,0.00003980538,0.0001027097,0.00004888917],"domain_scores_gemma":[0.9998127,0.0000212344,0.00001713099,0.00003578204,0.00006629048,0.00004689536],"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":[0.0003207693,0.0001466673,0.005831835,0.0008379518,0.00004593476,0.002603665,0.000167956,0.0004458253,0.004909502,0.01276376,0.3599049,0.6120213],"study_design_scores_gemma":[0.00001938907,0.00006958919,0.006303847,0.0003609854,0.00001869135,0.003628062,0.0001187573,0.0001060803,0.001263956,0.001916356,0.9861847,0.000009686158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01519955,0.01182374,0.003331365,0.00308722,0.002965331,0.0002652293,0.02453735,0.001246974,0.9375432],"genre_scores_gemma":[0.1289143,0.009030639,0.003933994,0.00359602,0.0008472569,0.0002036499,0.02258995,0.0007124199,0.8301718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2356768,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157606903505047,"score_gpt":0.3216412854843604,"score_spread":0.3058805951338557,"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."}}