{"id":"W2075139305","doi":"10.1159/000214921","title":"Detection and Typing of Human Papillomavirus Nucleic Acids in Biological Fluids","year":2009,"lang":"en","type":"review","venue":"Public Health Genomics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Typing; HPV infection; Human papillomavirus; Nucleic acid; Medicine; Cervical cancer; Papillomaviridae; Virology; Cancer; Biology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001459678,0.0002246402,0.001681653,0.0004744963,0.00009142576,0.00002596766,0.0001401107,0.0003884942,0.0002172887],"category_scores_gemma":[0.0001620689,0.000177862,0.000163792,0.0005026442,0.0001014524,0.00003581491,0.0001011035,0.0007623074,0.00001132159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009612988,"about_ca_system_score_gemma":0.00123043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858745,"about_ca_topic_score_gemma":0.00009881642,"domain_scores_codex":[0.9977577,0.0002503134,0.0008811115,0.0003955372,0.0001578454,0.0005574479],"domain_scores_gemma":[0.9989172,0.00008705635,0.0001898031,0.0002902447,0.00008036371,0.0004353277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001434372,0.00006792298,0.000101671,0.00923661,0.00001891248,0.000002776143,0.00006480092,1.019687e-8,0.00000868772,0.0001436276,0.00001787538,0.9903228],"study_design_scores_gemma":[0.00050122,0.0007487879,0.006947245,0.000662139,0.0000243446,0.00003947083,0.00002489136,0.000009655708,9.006085e-7,0.00007790008,0.9908239,0.0001396019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001375559,0.9955123,0.00002713729,0.0004216762,0.00006613877,0.0009736246,0.00001720366,0.00002820307,0.00157816],"genre_scores_gemma":[0.003135659,0.9959343,0.000103277,0.0004146306,0.0002411557,0.00004065254,0.00006940209,0.00002900906,0.00003190464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.990806,"threshold_uncertainty_score":0.7253003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2451395408483477,"score_gpt":0.447920839361257,"score_spread":0.2027812985129093,"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."}}