{"id":"W3040626866","doi":"10.1101/2020.07.06.20147165","title":"HPV cervical infections and serological status in vaccinated and unvaccinated women","year":2020,"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":"Université de Montréal","funders":"","keywords":"Serology; Vaccination; Medicine; Odds ratio; Confidence interval; Cervical cancer; HPV infection; Immunology; Genotype; Demography; Virology; Antibody; Internal medicine; Cancer; Biology","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":[0.0004164996,0.0001616142,0.0001764626,0.0008705578,0.000188176,0.0003691111,0.0002145786,0.0004043427,0.002317373],"category_scores_gemma":[0.001841397,0.0001543186,0.0002159647,0.0004632244,0.0001787332,0.0002208132,0.000211546,0.0002039377,0.0003900861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511499,"about_ca_system_score_gemma":0.0001542989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256569,"about_ca_topic_score_gemma":0.006990526,"domain_scores_codex":[0.9997718,0.00008185103,0.0000174067,0.00004146173,0.00003897793,0.00004849601],"domain_scores_gemma":[0.9993298,0.0002152525,0.0002361495,0.0000336603,0.00005541616,0.0001297551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001593232,0.00002921838,0.9985873,0.000007375063,0.00002246108,0.00003318571,0.00006616813,0.00003017234,0.0001396001,0.000007355641,0.00007210987,0.0008457047],"study_design_scores_gemma":[0.000004873279,0.0001699781,0.9994179,0.00000398027,0.000008819169,0.00008831799,0.0000838074,0.00007239816,0.00003742498,0.000005342362,0.0001058484,0.000001415508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989923,0.0002909655,0.00001804113,0.00002365467,0.000003137267,0.000003548746,0.0003829561,0.00000357792,0.0002819046],"genre_scores_gemma":[0.9992655,0.00009475418,0.00003042894,0.0000216098,0.000005087039,0.000005298767,0.0003069851,8.879236e-7,0.0002693587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256569,"threshold_uncertainty_score":0.02498513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342121029454669,"score_gpt":0.3365170542446239,"score_spread":0.2930958439500772,"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."}}