{"id":"W2023139738","doi":"10.1016/j.ygyno.2007.12.015","title":"Treating vulvar cancer in the new millennium: Are patients receiving optimal care?","year":2008,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Juravinski Cancer Centre; Institute for Clinical Evaluative Sciences","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Vulvar cancer; Vulvar Carcinoma; Cohort; Dissection (medical); Radiation therapy; Cancer; Carcinoma; Vulvar neoplasm; Groin; Cancer registry; General surgery; Surgery; Internal medicine","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":[0.002554814,0.0001909615,0.00105654,0.0004473293,0.001454471,0.00275523,0.0006957315,0.00340594,0.006509267],"category_scores_gemma":[0.01792685,0.000217544,0.0003829941,0.0008508766,0.001301846,0.004725047,0.001144226,0.002842297,0.000494981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848644,"about_ca_system_score_gemma":0.007157199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004518711,"about_ca_topic_score_gemma":0.01195402,"domain_scores_codex":[0.998038,0.0008627324,0.0001903787,0.0001198258,0.0003645056,0.0004245281],"domain_scores_gemma":[0.9953051,0.001248012,0.001111616,0.00009391588,0.0006149593,0.001626468],"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":[0.001300658,0.001443473,0.2440727,0.001212065,0.0002223666,0.001092427,0.001786264,0.0007903952,0.0005628049,0.00976871,0.1192846,0.6184635],"study_design_scores_gemma":[0.001846812,0.002643876,0.5601737,0.01467764,0.001063545,0.006458991,0.05056975,0.003152032,0.001105918,0.1011475,0.2567675,0.000392662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0944057,0.08791282,0.0008573642,0.7928217,0.002578354,0.00005855642,0.0002776707,0.00003312046,0.02105474],"genre_scores_gemma":[0.8142779,0.09274015,0.003768823,0.08157631,0.004704636,0.0001470477,0.00035049,0.00002735689,0.002407235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006509267,"threshold_uncertainty_score":0.02177566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562914100552237,"score_gpt":0.3249115658520411,"score_spread":0.2892824248465187,"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."}}