{"id":"W2896850619","doi":"10.1016/j.jogc.2018.05.024","title":"A Review of the Impact and Effectiveness of the Quadrivalent Human Papillomavirus Vaccine: 10 Years of Clinical Experience in Canada","year":2018,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"Merck Canada","keywords":"Medicine; Vaccination; Incidence (geometry); Public health; Immunization; HPV infection; Cervical cancer; Human papillomavirus; Cervical intraepithelial neoplasia; HPV vaccines; Family medicine; Internal medicine; Immunology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001473981,0.0001709446,0.002488219,0.0001196535,0.0000327538,0.00000268542,0.0003945544,0.0001448642,0.0004492723],"category_scores_gemma":[0.008184698,0.00008657035,0.0003620617,0.0007199523,0.000186001,0.00001786098,0.0001871887,0.0007170808,2.875949e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351221,"about_ca_system_score_gemma":0.01856329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7425609,"about_ca_topic_score_gemma":0.796566,"domain_scores_codex":[0.9966706,0.000754034,0.001628483,0.0001667384,0.0005737998,0.0002063422],"domain_scores_gemma":[0.9923558,0.005066188,0.001497464,0.0003488979,0.0005456589,0.0001859973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002710953,0.00008821226,0.1280808,0.06490476,0.0003024236,0.0001570099,0.00002226227,4.433554e-7,4.698573e-7,0.000005641108,0.001604799,0.8048061],"study_design_scores_gemma":[0.001145936,0.0004678187,0.8750354,0.008323385,0.0003716565,0.00005084934,0.00002559395,8.227404e-7,0.000003259456,0.000006919086,0.1144926,0.0000757029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09530149,0.9027143,5.79655e-8,0.00002396819,0.001301367,0.0004974077,0.00004215946,1.935481e-7,0.0001190221],"genre_scores_gemma":[0.1823921,0.8174955,0.000002282461,0.00006214812,0.00002240828,0.000004813187,9.867362e-7,0.000009679861,0.00001003733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8047304,"threshold_uncertainty_score":0.9870005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07744016102768299,"score_gpt":0.432162817574355,"score_spread":0.354722656546672,"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."}}