{"id":"W2013595877","doi":"10.1016/j.vaccine.2010.05.056","title":"Understanding differences in predictions of HPV vaccine effectiveness: A comparative model-based analysis","year":2010,"lang":"en","type":"article","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Merck Canada; Canada Research Chairs; Imperial College London","keywords":"Herd immunity; Robustness (evolution); Computer science; Management science; Medicine; Risk analysis (engineering); Vaccination; Immunology; Biology; Economics","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":[0.01696759,0.0009051908,0.001650444,0.001431226,0.000536898,0.001877565,0.001957565,0.001816295,0.005004801],"category_scores_gemma":[0.04170633,0.0005177652,0.002792324,0.0008544604,0.0006380994,0.002310905,0.0008601607,0.001748476,0.0002777692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002676351,"about_ca_system_score_gemma":0.001655531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02566445,"about_ca_topic_score_gemma":0.01228606,"domain_scores_codex":[0.9958977,0.003232118,0.0001082142,0.0003778712,0.0001907561,0.0001932751],"domain_scores_gemma":[0.9150493,0.08113596,0.001044809,0.001351014,0.0009808523,0.0004381243],"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":[0.00298469,0.0004974099,0.04439668,0.0001896766,0.002248736,0.00009920978,0.0001660459,0.9301695,0.0005378094,0.004649634,0.001139823,0.01292081],"study_design_scores_gemma":[0.0003183975,0.000993957,0.02818164,0.00003295857,0.001022112,0.00007012318,0.0001712245,0.9581845,0.0003366212,0.01023987,0.0003976672,0.00005090664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807652,0.0009003207,0.0134955,0.001385226,0.00004788271,0.00006217888,0.0007988531,0.00007900157,0.002465889],"genre_scores_gemma":[0.9968944,0.0001180865,0.002118117,0.0001306803,0.00001762515,0.00002489459,0.0003797745,0.00001588762,0.000300667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02566445,"threshold_uncertainty_score":0.0897342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390502001499215,"score_gpt":0.3764869389309712,"score_spread":0.2374367387810496,"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."}}