{"id":"W2605625476","doi":"10.1155/2017/1645074","title":"Human Papillomavirus Genotype Distribution among Cervical Cancer Patients prior to Brazilian National HPV Immunization Program","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental and Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National Du Cancer; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Instituto Nacional de Ciência e Tecnologia em Toxinas; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; CNIB","keywords":"Algorithm; Medicine; Cervical cancer; Socioeconomic status; Cancer; Demography; Gynecology; Internal medicine; Mathematics; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004658275,0.00009424629,0.0002242561,0.000068726,0.0005754828,0.0001103896,0.000136195,0.0000620698,0.00182369],"category_scores_gemma":[0.00008532197,0.00007422206,0.0000568073,0.00004885813,0.0001374724,0.000273577,0.0001062457,0.000268295,0.00001027901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008030807,"about_ca_system_score_gemma":0.0002595569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004375741,"about_ca_topic_score_gemma":0.0001574167,"domain_scores_codex":[0.9984803,0.00005496733,0.0003697386,0.0001371454,0.0006789747,0.0002789309],"domain_scores_gemma":[0.9987913,0.00001077776,0.000278316,0.0001273057,0.0001095949,0.0006827376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008692413,0.000658517,0.5106453,0.00005127065,0.00002913253,0.000002297142,0.0001422566,5.413988e-7,0.0001098601,0.00004370183,0.0005657404,0.4876645],"study_design_scores_gemma":[0.001498563,0.001348075,0.9761387,0.00001926584,0.000009153176,0.000007192083,0.00006109424,0.00002147729,0.00001928824,0.00003812604,0.02077339,0.00006565362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907101,0.0002484517,0.00002163765,0.007517502,0.0000966759,0.0004256577,0.00008053849,0.000006262232,0.0008931556],"genre_scores_gemma":[0.9982594,0.0003734994,0.00007381102,0.0007252515,0.0002916988,0.00001363194,0.0001089773,0.00001091071,0.0001427678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4875988,"threshold_uncertainty_score":0.9990888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740851511443054,"score_gpt":0.3759182266896338,"score_spread":0.3385097115752033,"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."}}