{"id":"W4416966188","doi":"10.2139/ssrn.5821650","title":"Impact of Switching from a Quadrivalent to a Nonavalent HPV Vaccine on HPV Infections and Cervical Cancer in Colombia: A Mathematical Modeling Study","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Vaccination; Cervical cancer; Incidence (geometry); Transmission (telecommunications); Population; HPV infection; Cancer","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":[0.001314529,0.001178079,0.001776515,0.001145686,0.0008386772,0.00335167,0.001729983,0.002650532,0.01070025],"category_scores_gemma":[0.006591301,0.0008274312,0.001876258,0.0007855248,0.0009807461,0.001679407,0.001123777,0.001937351,0.0005216676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007580233,"about_ca_system_score_gemma":0.003356639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1937612,"about_ca_topic_score_gemma":0.1306857,"domain_scores_codex":[0.998936,0.0003947181,0.00002618458,0.000149517,0.00004347254,0.0004500455],"domain_scores_gemma":[0.9930645,0.005514751,0.0008130609,0.0001037254,0.0002130631,0.0002908913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003021778,0.001829216,0.07473302,0.0008049292,0.001094677,0.001551468,0.0005701274,0.85151,0.001877185,0.03754553,0.008159279,0.01730288],"study_design_scores_gemma":[0.0004435504,0.001118403,0.02104564,0.0001611518,0.001540041,0.0003087873,0.001630699,0.9625661,0.0004794546,0.007467965,0.003095487,0.0001427135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536547,0.004869667,0.008277668,0.006517577,0.0001506104,0.0002258397,0.00334316,0.0001652014,0.02279552],"genre_scores_gemma":[0.9879435,0.001452685,0.0007866609,0.0002146365,0.00003905434,0.00009060208,0.0003845977,0.00002126945,0.009066967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937612,"threshold_uncertainty_score":0.3852668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386444349537614,"score_gpt":0.4020034295941461,"score_spread":0.3681389860987699,"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."}}