{"id":"W7161949379","doi":"10.82308/34803","title":"Epidemiology of naturally developed humoral immune response to human papillomavirus infection in young, recently formed and sexually active heterosexual couples","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HPV infection; Transmission (telecommunications); Epidemiology; Antibody; Population; Immune system; Cohort; Sexually transmitted disease; Human papillomavirus; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004286289,0.0001174134,0.0001067696,0.0003430166,0.0003160525,0.000353464,0.0002115265,0.0002078135,0.001187005],"category_scores_gemma":[0.001350154,0.0001326642,0.0001122526,0.0002695383,0.0002888255,0.0001710236,0.0002700267,0.00018878,0.00006057354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003503384,"about_ca_system_score_gemma":0.000284078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044305,"about_ca_topic_score_gemma":0.008106504,"domain_scores_codex":[0.9997471,0.00008105289,0.00002082022,0.00006468414,0.000045137,0.00004113806],"domain_scores_gemma":[0.9993974,0.0001105112,0.0002642565,0.00003712338,0.00006929274,0.0001214045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001582158,0.000008650888,0.9985293,0.00000508205,0.000006814102,0.00002204125,0.0001433357,0.00002522424,0.0002373587,0.00001402535,0.00001538989,0.0009769787],"study_design_scores_gemma":[0.000001447045,0.0001104122,0.9991466,0.000004091767,0.000004075418,0.000205799,0.0002596883,0.0001154324,0.00007294743,0.000009066865,0.00006895994,0.00000147407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996051,0.000111816,0.00006812287,0.000008595723,6.280132e-7,0.000005910566,0.00007177199,0.000002213458,0.000125881],"genre_scores_gemma":[0.9998314,0.00004338277,0.00004812135,0.000004585952,9.613861e-7,0.000003661645,0.00003613887,3.024455e-7,0.00003131683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044305,"threshold_uncertainty_score":0.02076447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06269857547856754,"score_gpt":0.4269503931228856,"score_spread":0.364251817644318,"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."}}