{"id":"W2156286965","doi":"10.1086/432059","title":"Self-Sampling Is Associated with Increased Detection of Human Papillomavirus DNA in the Genital Tract of HIV-Seropositive Women","year":2005,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; University of Toronto; Toronto General Hospital; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Kappa; Typing; Sex organ; Confidence interval; Internal medicine; Cervical cancer; Gynecology; Cancer; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006345399,0.0001407571,0.0005239713,0.0001194832,0.00008792602,0.00001532183,0.0001053789,0.0001225148,0.0004435584],"category_scores_gemma":[0.0008140146,0.00009499904,0.0002060755,0.0004340022,0.0002550196,0.00008518638,0.0000326865,0.0003888453,0.000008392236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302289,"about_ca_system_score_gemma":0.0001797499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655969,"about_ca_topic_score_gemma":0.0002983325,"domain_scores_codex":[0.9981204,0.0003125491,0.0006069999,0.0002562503,0.0004242944,0.0002794983],"domain_scores_gemma":[0.9978458,0.001216081,0.000200669,0.0002500796,0.0002813931,0.0002060223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008856122,0.007022593,0.9737984,0.0001602367,0.0003579963,0.00002790682,0.0008995153,0.00001005297,0.001021001,0.00002273179,0.00003173518,0.01576221],"study_design_scores_gemma":[0.004303876,0.002892418,0.9905912,0.00005212774,0.0002393942,0.000005014731,0.0002956695,0.0001497787,0.001139604,0.0001423067,0.00008214622,0.0001064182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968628,0.0001649954,0.00002392446,0.00008224825,0.00002089496,0.0004784053,0.00007686922,0.00005528293,0.002234612],"genre_scores_gemma":[0.9991617,0.00007402201,0.000005810523,0.0004369698,0.0001956379,0.00005995275,0.00003001893,0.00001916444,0.00001674331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01679284,"threshold_uncertainty_score":0.4856654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340739591504249,"score_gpt":0.3856215864432136,"score_spread":0.3422141905281711,"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."}}