{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001600651,0.00009506859,0.0003933707,0.0007484748,0.00001098375,0.000006523886,0.0004319103,0.00008991392,0.01733484],"category_scores_gemma":[0.003457803,0.00005634294,0.0001769605,0.0001509793,0.0001525362,0.0001844952,0.00008914667,0.0002956862,0.00002350068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004986136,"about_ca_system_score_gemma":0.0001803408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002409965,"about_ca_topic_score_gemma":0.0001877618,"domain_scores_codex":[0.9982048,0.0001723951,0.000810183,0.0001693904,0.0004057076,0.0002375272],"domain_scores_gemma":[0.9974431,0.001087582,0.0003101262,0.00009440476,0.0009038676,0.0001609168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142253,0.00006997068,0.5645123,0.000002456467,0.000155332,0.0001826266,0.00002717419,0.00002001597,0.001371654,0.001289767,0.006177416,0.425049],"study_design_scores_gemma":[0.002475759,0.0001996953,0.9250195,0.0001128069,0.00001320039,0.0004153344,0.00001475836,0.0001770222,0.0004220355,0.003047473,0.06803611,0.00006629738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5891233,0.00310328,0.004311996,0.3609178,0.006008261,0.0001168805,0.00007612802,0.00001980468,0.03632252],"genre_scores_gemma":[0.991082,0.002872093,0.0007253374,0.002576725,0.001633124,0.000006406323,0.000006537452,0.000008509735,0.001089297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4249828,"threshold_uncertainty_score":0.9835634,"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."}}