{"id":"W4415533673","doi":"10.1016/j.jogc.2025.103160","title":"HPV prevention is better than cure","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Trachelectomy; Radical Hysterectomy; Hysterectomy; Stage (stratigraphy); Cervical cancer; Human papillomavirus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007781552,0.0006256137,0.002262863,0.002786903,0.005558941,0.007466355,0.001070204,0.007101762,0.0406579],"category_scores_gemma":[0.0280831,0.0005071404,0.001056818,0.002099572,0.007743459,0.006641799,0.002448261,0.01173994,0.005347726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01453597,"about_ca_system_score_gemma":0.03972048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2123514,"about_ca_topic_score_gemma":0.3077959,"domain_scores_codex":[0.9929698,0.001620567,0.0004986402,0.000598525,0.00288593,0.001426495],"domain_scores_gemma":[0.971622,0.007922356,0.002080742,0.001179287,0.008341189,0.008854399],"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":[0.0004994838,0.0002890603,0.02025499,0.001910866,0.0003273128,0.0005114067,0.001307731,0.0002381264,0.000560767,0.05437546,0.6908221,0.2289026],"study_design_scores_gemma":[0.0001902779,0.0003588255,0.03561018,0.008739691,0.0004555503,0.0009552903,0.005231766,0.0001693049,0.0004249953,0.04957406,0.8981546,0.0001354465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003289314,0.087059,0.0002581693,0.8520693,0.02069828,0.00001853413,0.0003759383,0.0001011,0.03613044],"genre_scores_gemma":[0.2009112,0.1662637,0.001840717,0.5583758,0.03165167,0.00005146642,0.0005832302,0.0002495262,0.04007267],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2123514,"threshold_uncertainty_score":0.4222307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705022958256392,"score_gpt":0.3003056583994477,"score_spread":0.2832554288168838,"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."}}