{"id":"W2954437412","doi":"10.1136/bmj.l4450","title":"HPV vaccine: high coverage could eradicate cervical cancer within decades, say researchers","year":2019,"lang":"en","type":"article","venue":"BMJ","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herd immunity; Vaccination; Cervical cancer; Medicine; Human papillomavirus; Herd; HPV infection; Demography; Gynecology; Environmental health; Cancer; Immunology; Internal medicine; Veterinary medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0115433,0.001484365,0.001344212,0.001217628,0.001528002,0.004391494,0.001241153,0.01719516,0.01868203],"category_scores_gemma":[0.04776375,0.0007039436,0.002132288,0.0008632101,0.00269607,0.006942276,0.002148809,0.01553608,0.007719093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003365154,"about_ca_system_score_gemma":0.004330729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113613,"about_ca_topic_score_gemma":0.01183842,"domain_scores_codex":[0.9951667,0.001895216,0.0003967844,0.00068003,0.001440378,0.0004209765],"domain_scores_gemma":[0.9773738,0.01392463,0.001344246,0.000805746,0.004907071,0.001644552],"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":[0.0008008478,0.0001077918,0.001500647,0.002083324,0.000574583,0.0001770905,0.0003332848,0.0001481356,0.0007317655,0.01518665,0.8594701,0.1188857],"study_design_scores_gemma":[0.0009906573,0.0005718097,0.003213964,0.005586069,0.001080375,0.0002384453,0.0005578655,0.0002609819,0.0008472599,0.02214977,0.9643964,0.000106458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007330079,0.0615892,0.0002925778,0.8979546,0.0334124,0.00002544913,0.0002019766,0.00006215727,0.005728547],"genre_scores_gemma":[0.02042573,0.07485992,0.00118435,0.8153844,0.07186164,0.00008743458,0.0002306584,0.0001046607,0.01586117],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01868203,"threshold_uncertainty_score":0.06249762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05644552955949304,"score_gpt":0.4040494705680686,"score_spread":0.3476039410085755,"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."}}