{"id":"W4400775062","doi":"10.1016/j.eclinm.2024.102735","title":"Optimal human papillomavirus vaccination strategies in the context of vaccine supply constraints in 100 countries","year":2024,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Centers for Disease Control and Prevention; Centre Hospitalier Universitaire de Québec; National Cancer Institute; National University of Singapore; Research Councils UK; National Institute for Health and Care Research; Wellcome Trust; Canadian Institutes of Health Research; Compute Canada; University of the Witwatersrand, Johannesburg; Fonds de Recherche du Québec - Santé; Université Laval; Harvard University; University of British Columbia; European Commission; World Health Organization; London School of Hygiene and Tropical Medicine; Bill and Melinda Gates Foundation; GAVI Alliance; PATH","keywords":"Medicine; Vaccination; Context (archaeology); Immunization; Cervical cancer; Human papillomavirus; Developing country; Human papillomavirus vaccine; Developed country; Public health; Low and middle income countries; Environmental health; Virology; Immunology; Economic growth; Cancer; Population; Gardasil; Antibody; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00580938,0.001384218,0.001108772,0.001357036,0.000475916,0.001765281,0.001319967,0.001663322,0.002942116],"category_scores_gemma":[0.01902602,0.0009791119,0.0013957,0.001101922,0.0007326702,0.001537727,0.00126668,0.001123875,0.0001959703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003940893,"about_ca_system_score_gemma":0.003496065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376135,"about_ca_topic_score_gemma":0.007480277,"domain_scores_codex":[0.9979874,0.001350266,0.0000921051,0.0002334618,0.00009034818,0.000246439],"domain_scores_gemma":[0.9915745,0.006474858,0.0008343473,0.0002149308,0.000525745,0.0003756862],"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":[0.0004572927,0.0001303216,0.006597097,0.0001710997,0.0001454781,0.0000776927,0.00005729552,0.9793239,0.0001994631,0.0008521175,0.0003155726,0.01167274],"study_design_scores_gemma":[0.0007781923,0.002518366,0.0130063,0.0002733036,0.0005793202,0.0001602655,0.0005255885,0.9702063,0.00116314,0.009055899,0.001678333,0.00005509489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576036,0.001934277,0.0331465,0.0007473447,0.00005576587,0.000705907,0.0006911562,0.0001568508,0.004958413],"genre_scores_gemma":[0.9698671,0.0006289543,0.0275723,0.0001452207,0.000007754085,0.0003717561,0.0005363433,0.00002194228,0.0008487774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01376135,"threshold_uncertainty_score":0.03072333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05477067234248258,"score_gpt":0.432606127445844,"score_spread":0.3778354551033615,"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."}}