{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001533769,0.0001724374,0.0003660142,0.0004908251,0.0002439188,0.000008366657,0.00007499481,0.0001477385,0.001808943],"category_scores_gemma":[0.00002582663,0.0001683526,0.0001218748,0.001058253,0.0001527842,0.0001205458,0.00001865294,0.0004742719,0.00003616114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180444,"about_ca_system_score_gemma":0.0002316867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008097194,"about_ca_topic_score_gemma":0.001109124,"domain_scores_codex":[0.9984074,0.00008089777,0.0004508789,0.0003054033,0.0003981889,0.0003571805],"domain_scores_gemma":[0.9992672,0.0000719485,0.00004544658,0.0002537293,0.0001920913,0.0001695563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140246,0.01194972,0.7536327,0.0009254129,0.0009390968,0.0004582468,0.01364352,0.0001183099,0.202569,0.001346465,0.002925778,0.01035151],"study_design_scores_gemma":[0.00484539,0.002418782,0.9829666,0.00001173974,0.00006236701,0.0002835749,0.0002257278,0.0002120998,0.005477791,0.000172867,0.003105749,0.000217288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070016,0.0001282975,0.0002726003,0.0001504126,0.0001012032,0.0005876675,0.00001623766,0.00015258,0.09158946],"genre_scores_gemma":[0.9978231,0.0001612844,0.0002242861,0.00006923448,0.0001572429,0.00007198408,0.00004141554,0.00003112279,0.001420388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229334,"threshold_uncertainty_score":0.9991035,"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."}}