{"id":"W4399676533","doi":"10.1111/ans.19133","title":"It's time to consider screening for anal cancer in high risk populations","year":2024,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anal cancer; Medicine; Population; Incidence (geometry); Men who have sex with men; Gynecology; Cancer; Internal medicine; HPV infection; Obstetrics; Cervical cancer; Demography; Immunology; Human immunodeficiency virus (HIV); Environmental health","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":[0.007614268,0.0008281514,0.001960017,0.00153206,0.003300259,0.004847813,0.002874811,0.01314859,0.02130828],"category_scores_gemma":[0.04056635,0.0005567505,0.001395888,0.0007616375,0.002323914,0.009704191,0.004026886,0.0197677,0.005798331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060345,"about_ca_system_score_gemma":0.007765524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009999645,"about_ca_topic_score_gemma":0.01805817,"domain_scores_codex":[0.9954158,0.0016345,0.0004642223,0.0003658814,0.001522016,0.0005975855],"domain_scores_gemma":[0.9690578,0.01043546,0.001220692,0.001215545,0.01045602,0.007614462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001742515,0.000327798,0.01190068,0.0012431,0.000098591,0.002080443,0.001423849,0.0001276334,0.0005655833,0.00309732,0.693004,0.2859568],"study_design_scores_gemma":[0.0001716757,0.0005578955,0.01549851,0.01225285,0.0001882191,0.004543624,0.007646431,0.00029417,0.0004326715,0.02548817,0.9327408,0.0001850446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002693494,0.02288025,0.002385427,0.9351055,0.02729282,0.0002022761,0.0002276502,0.0002734278,0.008939123],"genre_scores_gemma":[0.03198031,0.04704472,0.02554323,0.824018,0.05796526,0.0006525533,0.0005885921,0.0002579159,0.01194939],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02130828,"threshold_uncertainty_score":0.07128328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605742199430578,"score_gpt":0.4301325542531705,"score_spread":0.2695583343101127,"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."}}