{"id":"W4376130040","doi":"10.1101/2023.05.11.23289843","title":"Viral and immune dynamics of HPV genital infections in young women","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"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; Institut de Recherche pour le Développement; Agence Nationale de la Recherche; European Commission; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Immune system; Viral load; Immunology; Vaccination; HPV infection; Cohort; Medicine; Sex organ; Virology; Biology; Cancer; Virus; Cervical cancer; Internal medicine","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":[0.0004654639,0.00008519705,0.0001409393,0.0005687154,0.0001846276,0.0003726126,0.0001293927,0.0002661343,0.001101313],"category_scores_gemma":[0.001705413,0.0001497139,0.0001110882,0.0004023002,0.0001687316,0.0002233819,0.0002055955,0.0002362847,0.0004057813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779023,"about_ca_system_score_gemma":0.0001757459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002499595,"about_ca_topic_score_gemma":0.001556411,"domain_scores_codex":[0.9998589,0.00004214195,0.000007750318,0.00003337555,0.00002142333,0.00003640792],"domain_scores_gemma":[0.9995485,0.000145866,0.0001433618,0.0000342374,0.00005575519,0.00007221674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461938,0.00002347445,0.9936153,0.00001262436,0.00001315031,0.00009370852,0.000240801,0.00004913603,0.002101845,0.0000487743,0.0001472681,0.003507772],"study_design_scores_gemma":[0.000003675245,0.00008610155,0.9983272,0.000004519051,0.000009691387,0.0002694095,0.000304846,0.00011698,0.000425963,0.00005704234,0.0003914818,0.000002984885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987568,0.0004296695,0.000105932,0.00003460325,0.000003381628,0.00000367752,0.0003643107,0.00000342432,0.0002982137],"genre_scores_gemma":[0.9988262,0.0002455799,0.0001020206,0.00002817361,0.00001125589,0.000007901126,0.0003423489,0.000002938365,0.000433516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002499595,"threshold_uncertainty_score":0.004970074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787880316309841,"score_gpt":0.3285431319838402,"score_spread":0.3006643288207417,"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."}}