{"id":"W34822339","doi":"10.2196/25618","title":"\"O Virus de Papiloma Humano e o Cancro do Colo do Útero: Um Estudo Observacional Entre a Citologia em Meio Líquido e o Teste de Detecção de HPV por PCR\".","year":2011,"lang":"pt","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Women's cancer prevention and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Gynecology; Human papillomavirus; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002598856,0.000191779,0.0002018103,0.0006962994,0.0006767848,0.001292122,0.0002760908,0.0009030531,0.007165608],"category_scores_gemma":[0.006696396,0.0002210892,0.0002652842,0.0006511664,0.0008252343,0.0007013652,0.0006039899,0.00102295,0.001178514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427638,"about_ca_system_score_gemma":0.001963302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007506466,"about_ca_topic_score_gemma":0.008154405,"domain_scores_codex":[0.9993868,0.0002143071,0.00003165359,0.00007023051,0.0002082054,0.00008871215],"domain_scores_gemma":[0.9981405,0.001026418,0.0002712476,0.00005208853,0.0003498386,0.0001598925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009877363,0.0005663301,0.1950632,0.003096126,0.00008041086,0.0008469893,0.01728394,0.0001152368,0.01958311,0.006419589,0.08636487,0.6695924],"study_design_scores_gemma":[0.0001500812,0.002223868,0.623547,0.005837778,0.0003780818,0.004392369,0.02652489,0.0003402453,0.03436948,0.00375804,0.2983853,0.00009281284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5312982,0.2322016,0.003849314,0.07355824,0.003827242,0.0009004451,0.004361641,0.0001634942,0.1498399],"genre_scores_gemma":[0.7973736,0.1341468,0.004038683,0.006140059,0.001249617,0.0003073221,0.001217067,0.00004593622,0.05548092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007506466,"threshold_uncertainty_score":0.02397138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0519283052821655,"score_gpt":0.3691732643584138,"score_spread":0.3172449590762483,"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."}}