{"id":"W4406660781","doi":"10.1371/journal.pbio.3002949","title":"Viral and immune dynamics of genital human papillomavirus infections in young women with high temporal resolution","year":2025,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"Centre National de la Recherche Scientifique; Ligue Contre le Cancer; Merck Sharp and Dohme; Fondation pour la Recherche Médicale; H2020 European Research Council; Institut de Recherche pour le Développement; Agence Nationale de la Recherche; European Commission; Gilead Sciences; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Biology; Immune system; Viral load; Immunology; Vaccination; HPV infection; Coinfection; Papillomaviridae; Immunity; Cervical cancer; Virology; Virus; Cancer; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001468885,0.0001246547,0.000247826,0.0005794016,0.0002015726,0.0004523982,0.0003049158,0.0003359272,0.001170432],"category_scores_gemma":[0.004960898,0.0002424297,0.0003607769,0.0007321174,0.000175978,0.0003004926,0.0004253745,0.0002864075,0.0002361572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841978,"about_ca_system_score_gemma":0.0003852509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309146,"about_ca_topic_score_gemma":0.01335704,"domain_scores_codex":[0.9994959,0.000202945,0.00003353253,0.0001309361,0.00006808276,0.00006869132],"domain_scores_gemma":[0.9982535,0.0007355192,0.0005504528,0.0001869053,0.0001723078,0.0001012045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009936348,0.00001788155,0.9934891,0.0000285582,0.00006642198,0.00006875045,0.0001680874,0.0006669133,0.0007747759,0.00008836096,0.0001167635,0.004414991],"study_design_scores_gemma":[0.000003995903,0.00005161222,0.9950681,0.00001592959,0.00002633004,0.0002331734,0.0001804535,0.003704495,0.0001735573,0.0001773755,0.0003587898,0.000006151457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966195,0.0004695697,0.001374809,0.00005847446,0.000003871076,0.0000123147,0.0009630743,0.00001354614,0.000484802],"genre_scores_gemma":[0.9980978,0.0001559131,0.0007500518,0.00001967055,0.000006805127,0.00002124821,0.0007592653,0.000003641532,0.0001856515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309146,"threshold_uncertainty_score":0.02603054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342331886605441,"score_gpt":0.3037985305091218,"score_spread":0.2903752116430674,"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."}}