{"id":"W4408580541","doi":"10.1080/21645515.2025.2478705","title":"Commentary and methodological insights: Reaching girls/women, boys/men and vulnerable groups to maximise uptake for the Human papillomavirus vaccine","year":2025,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Human papillomavirus; Human papillomavirus vaccine; Psychology; Demography; Medicine; Developmental psychology; Cervical cancer; Sociology; Internal medicine; Gardasil; 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":[0.1081306,0.001724812,0.003331059,0.004953767,0.01278236,0.01178507,0.00866691,0.02466794,0.01261907],"category_scores_gemma":[0.4495613,0.001251995,0.002926,0.006328115,0.0127157,0.01130663,0.01036978,0.01871402,0.002325416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02739465,"about_ca_system_score_gemma":0.05039883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0251685,"about_ca_topic_score_gemma":0.02972291,"domain_scores_codex":[0.7701712,0.19396,0.01203417,0.005284723,0.01461933,0.003930538],"domain_scores_gemma":[0.4431963,0.48674,0.01167681,0.004104233,0.04811151,0.006171174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002046272,0.00004226969,0.0004390579,0.02231244,0.0001839726,0.0014777,0.09646273,0.0002094487,0.0003375767,0.02710157,0.8312851,0.0199435],"study_design_scores_gemma":[0.0002227375,0.0001086971,0.0008619687,0.08301443,0.0003788401,0.001178788,0.1520663,0.0006526684,0.0005904696,0.04311125,0.7176202,0.0001937779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001051987,0.009508803,0.001069414,0.9297075,0.05557911,0.0004489916,0.0002624402,0.00002057031,0.002351035],"genre_scores_gemma":[0.03638224,0.02107589,0.005827404,0.8722804,0.0519478,0.0052974,0.0001902461,0.000215195,0.006783336],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1081306,"threshold_uncertainty_score":0.5718559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0756802718994653,"score_gpt":0.3740174336377613,"score_spread":0.298337161738296,"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."}}