{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009920261,0.0001855135,0.0005537866,0.001152286,0.0008165038,0.0009055453,0.0002982282,0.0006646408,0.007615568],"category_scores_gemma":[0.0056433,0.0002419722,0.000600743,0.002985198,0.000371295,0.001516673,0.0006135348,0.0008409754,0.0009799793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721946,"about_ca_system_score_gemma":0.0006043959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541706,"about_ca_topic_score_gemma":0.001605864,"domain_scores_codex":[0.9989767,0.0002923788,0.0001866202,0.0001783719,0.000129385,0.0002366676],"domain_scores_gemma":[0.9966697,0.00116146,0.001051318,0.0002420202,0.0002789333,0.0005964923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002174233,0.00004826454,0.9978403,0.000008439949,0.00002818577,0.00007849784,0.00006891183,0.00002749698,0.0001024618,0.00002900144,0.0002078848,0.001343117],"study_design_scores_gemma":[0.00001384864,0.0002520541,0.9966097,0.00001277848,0.00004094222,0.001076778,0.0008161881,0.0002436473,0.00009865291,0.0001598402,0.0006645091,0.00001100361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957652,0.0006733303,0.0001828755,0.000300872,0.00001686966,0.00001312708,0.001627532,0.00001267181,0.001407602],"genre_scores_gemma":[0.9988639,0.0001426427,0.00007013021,0.00006514692,0.00002378136,0.00001082236,0.0005550589,0.000007111028,0.0002613744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007615568,"threshold_uncertainty_score":0.02547663,"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."}}