{"id":"W2572956953","doi":"10.1186/s12905-016-0360-0","title":"Self-collection based HPV testing for cervical cancer screening among women living with HIV in Uganda: a descriptive analysis of knowledge, intentions to screen and factors associated with HPV positivity","year":2017,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; B.C. Women's Hospital & Health Centre; Women's Health Research Institute; University of British Columbia","funders":"British Columbia Centre for Disease Control; University of British Columbia","keywords":"Medicine; Reproductive medicine; Cervical cancer; Gynecology; Human immunodeficiency virus (HIV); Cervical cancer screening; Human papillomavirus; Descriptive statistics; Obstetrics; Family medicine; Cancer; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001740708,0.0001972665,0.0008265664,0.0007196224,0.0005984369,0.00007593531,0.0001153794,0.00008197422,0.0001325051],"category_scores_gemma":[0.001304704,0.0001544814,0.00006267758,0.0015624,0.0001240071,0.0001604956,0.00008361866,0.0002784871,1.54474e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244344,"about_ca_system_score_gemma":0.001435254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009288125,"about_ca_topic_score_gemma":0.1156986,"domain_scores_codex":[0.9978804,0.000189843,0.0003517512,0.0004537921,0.000404807,0.0007194111],"domain_scores_gemma":[0.9972767,0.0009074006,0.0002824079,0.0002730308,0.0006868234,0.0005736345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141908,0.0003456846,0.9842516,0.0004386218,0.000542462,0.000001154187,0.009483982,0.0001674163,0.00001649837,0.000003898221,0.00001039998,0.003596365],"study_design_scores_gemma":[0.002602581,0.002013511,0.952482,0.0003972128,0.0002121567,3.91962e-7,0.003946477,0.03816075,0.00002473967,0.00000281238,0.000005544331,0.0001518299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876538,0.00005144318,0.009803606,0.0002272191,0.00001356684,0.001167542,0.0001159404,0.00004692201,0.0009199631],"genre_scores_gemma":[0.9961594,0.000004799409,0.003052201,0.00007025616,0.00003416927,0.0005011237,0.00002172952,0.00003056116,0.0001258083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064105,"threshold_uncertainty_score":0.9973091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08090711187118568,"score_gpt":0.3623011734427526,"score_spread":0.2813940615715669,"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."}}