{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002963217,0.0004835235,0.001590223,0.0005178016,0.00008886401,0.00007275844,0.0005554561,0.0004971949,0.01264126],"category_scores_gemma":[0.002075398,0.0004890325,0.0001912809,0.001216415,0.0005693593,0.0002260243,0.0004662825,0.00124756,0.00008698262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259481,"about_ca_system_score_gemma":0.0006619988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461186,"about_ca_topic_score_gemma":0.0002932861,"domain_scores_codex":[0.9945126,0.0006501903,0.001346554,0.000962368,0.001029216,0.001499033],"domain_scores_gemma":[0.9971032,0.0007067935,0.0004326418,0.0007709787,0.0002542551,0.0007321381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000845026,0.001176575,0.9537428,0.005468938,0.0001008658,0.0001489322,0.009932993,1.794766e-7,0.0002430286,0.000347694,0.001394429,0.02659854],"study_design_scores_gemma":[0.0044957,0.000525542,0.9912095,0.0007209183,0.0000791145,0.000008434233,0.001032686,0.0002065209,0.0001699658,0.00005514625,0.001083945,0.0004125009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959981,0.01596705,0.00001251286,0.0002084251,0.00008824917,0.001370388,0.0002939149,0.00003247767,0.02204595],"genre_scores_gemma":[0.991291,0.002841389,0.00007131048,0.0002750068,0.0001345935,0.0001179637,0.00002087489,0.00006684328,0.005181037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03746673,"threshold_uncertainty_score":0.9997562,"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."}}