{"id":"W4413784398","doi":"10.1186/s12919-025-00337-1","title":"Accelerating HPV-related cancer elimination – a meeting report","year":2025,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"World Health Organization","keywords":"Medicine; Vaccination; Cervical cancer; Incidence (geometry); HPV infection; Cervical screening; Cancer; Transmission (telecommunications); Gynecology; Immunology; Family medicine; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005078455,0.0001111892,0.0002135857,0.0001752581,0.000150887,0.0000704605,0.00008457274,0.0001063947,0.001132447],"category_scores_gemma":[0.001024461,0.00009753463,0.0000731379,0.0006786527,0.0000389311,0.0001290271,0.00008592013,0.0002853338,0.00001296946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232269,"about_ca_system_score_gemma":0.0003470058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002105362,"about_ca_topic_score_gemma":0.00003921465,"domain_scores_codex":[0.9986708,0.000004582752,0.000349136,0.0003293057,0.0003630363,0.0002831683],"domain_scores_gemma":[0.9989773,0.00004372807,0.00008984139,0.00008620672,0.0007091029,0.00009383828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007194126,0.0002335519,0.6689833,0.003822067,0.0001993475,0.00007113643,0.001531327,0.0000115519,0.02595839,0.015052,0.02077469,0.2626432],"study_design_scores_gemma":[0.002887772,0.0001502329,0.934713,0.0005778554,0.0002143592,0.0001226476,0.001061495,0.01022884,0.03069733,0.001283821,0.01777418,0.0002884417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3514653,0.0008119229,0.00008075815,0.003613144,0.0001784536,0.0005163836,0.000001038627,0.0001837155,0.6431493],"genre_scores_gemma":[0.9849308,0.00006436562,0.0008737434,0.0004036669,0.0002016052,0.0001449615,0.000009165667,0.00001668129,0.01335505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6334655,"threshold_uncertainty_score":0.9997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661731161504624,"score_gpt":0.3793479130507324,"score_spread":0.3327306014356862,"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."}}