{"id":"W4312767254","doi":"10.1136/ijgc-2022-esgo.927","title":"2022-RA-725-ESGO Treatment patterns &amp; outcomes of patients with locally advanced vulvar or vaginal cancer in British Columbia","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbotsford Veterinary Clinic; University of the Fraser Valley; University of Toronto; University of British Columbia","funders":"","keywords":"Vulvar cancer; Medicine; Vaginal cancer; Hazard ratio; Chemotherapy; Cancer; Vulva; Radiation therapy; Cervical cancer; Chemoradiotherapy; Internal medicine; Oncology; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002226493,0.0001657171,0.0002764103,0.001003512,0.001129937,0.0009453276,0.0008463931,0.0004250272,0.006637358],"category_scores_gemma":[0.001210143,0.0002461225,0.0003718976,0.002643127,0.0004392704,0.0003375564,0.0008073851,0.000750595,0.0006282946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00781044,"about_ca_system_score_gemma":0.009457266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9446054,"about_ca_topic_score_gemma":0.9778333,"domain_scores_codex":[0.9996541,0.0000300316,0.00002670213,0.00004484281,0.00006437492,0.0001800058],"domain_scores_gemma":[0.9989437,0.00008428795,0.000212563,0.00002644706,0.0003186001,0.0004144239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269896,0.0000692442,0.9931856,0.00003550679,0.000037747,0.0001092349,0.0002446613,0.0000983967,0.0001779825,0.00006981458,0.001624312,0.004220458],"study_design_scores_gemma":[0.00001859883,0.00003644393,0.995908,0.000068835,0.00003091192,0.0001186814,0.002302355,0.0001721917,0.00006563198,0.00003238454,0.001235562,0.00001033993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883724,0.0005361887,0.00003471737,0.0004932966,0.00001689883,0.0000275499,0.005291945,0.000009035172,0.005218043],"genre_scores_gemma":[0.9941208,0.0004090817,0.00004890842,0.0002213615,0.000005567973,0.00001886951,0.001902859,0.000008542677,0.003264061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05539459,"threshold_uncertainty_score":0.1114416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036711858831985,"score_gpt":0.317140474477356,"score_spread":0.2967733558890362,"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."}}