{"id":"W1992177669","doi":"10.1590/s0104-42302011000400017","title":"Prevalence and multiplicity of HPV in HIV women in Minas Gerais, Brazil","year":2011,"lang":"pt","type":"article","venue":"Revista da Associação Médica Brasileira","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Colposcopy; Gynecology; Obstetrics; Genotype; Cervix; Cervical cancer; HPV infection; Internal medicine; Biology; Cancer; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004777077,0.0002517353,0.0002919128,0.001309537,0.0004754336,0.0005836914,0.0003214307,0.0003982607,0.0009714243],"category_scores_gemma":[0.001821463,0.0002837291,0.0002362932,0.000961714,0.0003568046,0.0003726667,0.0004796626,0.0001752212,0.0001006498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801398,"about_ca_system_score_gemma":0.0004212999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668678,"about_ca_topic_score_gemma":0.05422549,"domain_scores_codex":[0.9996217,0.00008976792,0.00004350255,0.00008010123,0.00009671936,0.00006804414],"domain_scores_gemma":[0.9995395,0.00007016117,0.0002018574,0.00003070197,0.00006890349,0.00008895632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001646101,0.00001853386,0.9950695,0.00004050755,0.00002716259,0.0001284144,0.0008276163,0.00001369133,0.00054541,0.00003916591,0.00004980063,0.003223703],"study_design_scores_gemma":[0.000002207965,0.00005559568,0.9981518,0.00002832355,0.00001462219,0.0004943873,0.0008080851,0.00004660297,0.00005855348,0.00002599569,0.0003106158,0.000003175034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973123,0.001733048,0.00003590361,0.00009058236,0.000005294722,0.00002146931,0.0002208114,0.000003293624,0.000577279],"genre_scores_gemma":[0.9991234,0.0005436461,0.0001010864,0.00003258896,0.000005100548,0.00001009155,0.00008898479,0.000001033895,0.00009414886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668678,"threshold_uncertainty_score":0.07294649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05316893674601875,"score_gpt":0.3354327509883039,"score_spread":0.2822638142422852,"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."}}