{"id":"W1980487196","doi":"10.1097/olq.0b013e318222899d","title":"Feasibility of Incorporating Self-Collected Rectal Swabs Into a Community Venue-Based Survey to Measure the Prevalence of HPV Infection in Men Who Have Sex With Men","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Providence Health Care; BC Cancer Agency; Provincial Health Services Authority; BC Centre for Disease Control","funders":"","keywords":"Medicine; Men who have sex with men; Population; HPV infection; Logistic regression; Gynecology; Vaccination; Demography; Dysplasia; Internal medicine; Human immunodeficiency virus (HIV); Cervical cancer; Family medicine; Cancer; Immunology; Environmental health; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372723,0.0001908534,0.0004479013,0.0001787432,0.000119626,0.00001057869,0.0002467001,0.00008608882,0.0002803414],"category_scores_gemma":[0.0006406318,0.0001366877,0.00006415019,0.001047118,0.0002505957,0.00008099585,0.00004140281,0.0004594737,0.000001278617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704539,"about_ca_system_score_gemma":0.000902124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02506628,"about_ca_topic_score_gemma":0.023408,"domain_scores_codex":[0.9968427,0.001551796,0.0004329019,0.0002795743,0.0006442843,0.0002487158],"domain_scores_gemma":[0.9978341,0.0005239453,0.000131352,0.0006057853,0.0006820331,0.0002227328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008245864,0.001644903,0.9736106,0.002544218,0.0001056593,0.000005803696,0.008379771,0.00003581363,0.0004286044,0.000002599515,0.00007866423,0.00491744],"study_design_scores_gemma":[0.002953059,0.00200309,0.9905944,0.0001328759,0.0001824227,0.000001236253,0.0005749959,0.0009148943,0.002397735,0.0001083048,0.000001896601,0.0001350225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916742,0.0001789923,0.0002607767,0.00006966651,0.000007138083,0.001586225,0.0002010124,0.0000429232,0.005979098],"genre_scores_gemma":[0.9995587,0.0000130026,0.0001247022,0.00006101359,0.0000161042,0.00008039928,0.0000481001,0.0000241568,0.00007378913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698381,"threshold_uncertainty_score":0.9944122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581976860398794,"score_gpt":0.3172655303120317,"score_spread":0.2590678442721523,"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."}}