{"id":"W2163443086","doi":"10.1136/sti.2008.033068","title":"Self-collection of genital human papillomavirus specimens in heterosexual men","year":2008,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"British Columbia Centre for Disease Control","keywords":"Medicine; Sex organ; Foreskin; Human papillomavirus; Glans; Gynecology; Penis; Internal medicine; Surgery; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00631595,0.0003070365,0.000455556,0.0007830074,0.0006544088,0.0008947712,0.0006973705,0.0004364361,0.0009222979],"category_scores_gemma":[0.02277069,0.0002990162,0.0002038709,0.0005365867,0.0006036682,0.0004276973,0.0006198431,0.000304272,0.0003160543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007478968,"about_ca_system_score_gemma":0.0009049442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04000387,"about_ca_topic_score_gemma":0.04399555,"domain_scores_codex":[0.9935374,0.00240913,0.0006453085,0.0007110916,0.002424473,0.0002726869],"domain_scores_gemma":[0.9811462,0.006106285,0.005132042,0.001886163,0.005029754,0.0006995543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287031,0.00004988136,0.9936703,0.00005047498,0.00003239512,0.00004096103,0.00066969,0.00003649732,0.0002652905,0.000008832808,0.00007793771,0.004968851],"study_design_scores_gemma":[0.00001141186,0.0003874104,0.9962365,0.00006179894,0.00003011805,0.0005109732,0.0008417717,0.0004666808,0.0009267467,0.00001903578,0.000498558,0.000008995212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981311,0.0005148093,0.0002553714,0.00003770671,0.00001196642,0.00005103504,0.0001700603,0.0000105035,0.0008174513],"genre_scores_gemma":[0.9989303,0.0001260215,0.0004618389,0.00005528476,0.00000813957,0.00001800645,0.0001588889,0.000002274624,0.0002392199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04000387,"threshold_uncertainty_score":0.07954204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059530123382951,"score_gpt":0.3140780944159349,"score_spread":0.2834827931821053,"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."}}