{"id":"W2104380051","doi":"10.1016/j.canep.2013.09.015","title":"Squamous anal cancer: Patient characteristics and HPV type distribution","year":2013,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Health and Social Services; Jewish General Hospital; McGill University; Centre Hospitalier de l’Université de Montréal; Merck Canada Inc. (Canada); Université de Montréal; Institut National de Santé Publique du Québec","funders":"Merck Canada","keywords":"Anal cancer; Medicine; Cancer; Human papillomavirus; Internal medicine; Cancer registry; Typing; HPV infection; Gynecology; Oncology; Cervical cancer; Genetics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002298594,0.0001389841,0.0005136315,0.00003823569,0.00007664534,0.000007443668,0.00006118658,0.0001523235,0.01119084],"category_scores_gemma":[0.0008590447,0.0001081115,0.00005280227,0.0001382123,0.0002146319,0.0000466267,0.0000708232,0.0003157089,0.00008883746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796142,"about_ca_system_score_gemma":0.0001887895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424086,"about_ca_topic_score_gemma":0.0001512473,"domain_scores_codex":[0.9986055,0.0001323155,0.0003612806,0.0003292678,0.0001061455,0.0004654334],"domain_scores_gemma":[0.9986601,0.0003631022,0.00009781886,0.0002036458,0.0003419202,0.0003334515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002261869,0.00003588972,0.5240979,0.000149077,0.00004018162,0.000005814657,0.00004851188,0.000004229941,0.0001796611,0.0004314818,0.04276114,0.4320199],"study_design_scores_gemma":[0.0005074785,0.000396274,0.9286236,0.00001499757,0.00004728416,0.00001139787,0.00002106901,0.001309391,0.00009341149,0.0005088888,0.06835356,0.0001126546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961815,0.01646057,0.0002325054,0.01819761,0.000916932,0.0006483624,0.0002435588,0.00006066213,0.001424781],"genre_scores_gemma":[0.9889506,0.005697188,0.00005664266,0.003865481,0.0006153674,0.0002496988,0.0002217309,0.00001515848,0.0003281631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4319073,"threshold_uncertainty_score":0.9897131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07128801478793866,"score_gpt":0.3955284288332394,"score_spread":0.3242404140453007,"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."}}