{"id":"W2543747182","doi":"10.1093/ije/dyw276","title":"International trends in anal cancer incidence rates","year":2016,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":328,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Incidence (geometry); Demography; Anal cancer; Medicine; Cervical cancer; Population; Epidemiology; Cancer; Cancer registry; Gynecology; Geography; Environmental health; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188433,0.0003815941,0.0002903172,0.003624287,0.0001677541,0.0007116205,0.0003950082,0.000343098,0.005484502],"category_scores_gemma":[0.00346218,0.000126279,0.0009154886,0.005292691,0.0001389653,0.0007792933,0.0004346755,0.0007981886,0.001637192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006625812,"about_ca_system_score_gemma":0.0005660831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006519803,"about_ca_topic_score_gemma":0.006054061,"domain_scores_codex":[0.9993184,0.00009889746,0.0001333494,0.0001743459,0.000186793,0.00008831653],"domain_scores_gemma":[0.9968036,0.000381113,0.001236257,0.0001511271,0.00127063,0.000157161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001188712,0.00005051497,0.861478,0.001192439,0.0004971856,0.00009730981,0.0004308079,0.001525718,0.0005265899,0.001737902,0.03212613,0.1002186],"study_design_scores_gemma":[0.00002409692,0.0001627143,0.884921,0.000432563,0.0002650471,0.001032729,0.0005201754,0.001358545,0.0005966218,0.00039586,0.110267,0.00002366779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6212998,0.04445772,0.009190652,0.00712538,0.001142346,0.000382843,0.226753,0.001913237,0.08773493],"genre_scores_gemma":[0.8311036,0.02513273,0.009416047,0.001140921,0.0007988007,0.0005176569,0.1224272,0.0001778733,0.009285185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006519803,"threshold_uncertainty_score":0.01834744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275790635519831,"score_gpt":0.5189304967047813,"score_spread":0.3913514331527982,"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."}}