{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003609431,0.000167293,0.0003209833,0.000862353,0.0005960492,0.0005278735,0.0002369425,0.0003605706,0.001711147],"category_scores_gemma":[0.003061134,0.0002980923,0.0003186448,0.001001384,0.0002884777,0.00032221,0.0002655603,0.0003807207,0.0002803871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007999247,"about_ca_system_score_gemma":0.0006790163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06320662,"about_ca_topic_score_gemma":0.07867167,"domain_scores_codex":[0.9995795,0.00007687098,0.00004104183,0.00008405622,0.00009152897,0.0001270673],"domain_scores_gemma":[0.9991301,0.0001447456,0.0002791274,0.00007122572,0.0002030542,0.0001716911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003704029,0.00002223326,0.9977447,0.0000104271,0.00001024916,0.0001031555,0.0002289947,0.00001491903,0.0002565776,0.00001408323,0.00008838177,0.001469364],"study_design_scores_gemma":[0.000002500657,0.00005163578,0.9987412,0.00001095,0.00001023465,0.0002700327,0.0003664225,0.00003716948,0.00004809042,0.00001097727,0.0004478269,0.000002992543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975256,0.0003587018,0.00003233146,0.00009308872,0.000005872575,0.00001349349,0.0004497649,0.000003227322,0.001517984],"genre_scores_gemma":[0.9990989,0.0002431263,0.00004105787,0.00004178605,0.000004893264,0.000009414408,0.0003499183,0.000002360017,0.0002085578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06320662,"threshold_uncertainty_score":0.1256774,"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."}}