{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006155943,0.001462392,0.000327653,0.0007325487,0.001089345,0.003507424,0.001188433,0.003459085,0.01181741],"category_scores_gemma":[0.004083727,0.0004228308,0.001239208,0.0005532826,0.0002670692,0.00255816,0.003406084,0.005186002,0.007041716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160411,"about_ca_system_score_gemma":0.007878179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005149285,"about_ca_topic_score_gemma":0.006430137,"domain_scores_codex":[0.9975784,0.0005669491,0.0001169491,0.0002398327,0.0009343391,0.0005635543],"domain_scores_gemma":[0.9969125,0.0001848427,0.0001823578,0.00006785733,0.001149597,0.001502957],"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":[0.0001991371,0.0003656877,0.001052833,0.00128118,0.00006019865,0.000461094,0.0004721791,0.0004114084,0.003649619,0.00341348,0.8872519,0.1013813],"study_design_scores_gemma":[0.00002934858,0.00021152,0.002108908,0.0003094179,0.00002419122,0.00009744607,0.0003424421,0.0001601835,0.000745299,0.0005931316,0.9953583,0.00001989126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02760657,0.1268447,0.007268969,0.4548096,0.2356367,0.002580216,0.005342524,0.0008452722,0.1390656],"genre_scores_gemma":[0.1560178,0.1635617,0.0192401,0.1288219,0.08477286,0.002442142,0.01469554,0.0006731983,0.4297746],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01181741,"threshold_uncertainty_score":0.0395332,"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."}}