{"id":"W2045403138","doi":"10.1016/j.vaccine.2006.05.061","title":"Chapter 20: Issues in planning cervical cancer screening in the era of HPV vaccination","year":2006,"lang":"en","type":"review","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Vaccination; Triage; Cytology; Cervical screening; Cancer; HPV infection; Gynecology; Public health; Immunology; Internal medicine; Medical emergency; Pathology","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":[0.001307793,0.0008208664,0.001914167,0.002587376,0.0005092152,0.001929999,0.0009472864,0.002418523,0.005799919],"category_scores_gemma":[0.00287621,0.0003482115,0.0007888448,0.00388427,0.0007298416,0.002499395,0.0009201098,0.002307885,0.002171769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764291,"about_ca_system_score_gemma":0.003680042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004956859,"about_ca_topic_score_gemma":0.01030577,"domain_scores_codex":[0.9994178,0.0001957993,0.00007869725,0.00006281895,0.00020189,0.00004290439],"domain_scores_gemma":[0.9984937,0.001016649,0.0001452454,0.00002150825,0.000258289,0.00006466795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004934741,0.00007458653,0.0003232305,0.02109385,0.00009076439,0.0003255049,0.0001462745,0.0004536465,0.0004816846,0.005033463,0.1051759,0.8667518],"study_design_scores_gemma":[0.00001709897,0.00005739087,0.001261242,0.01907541,0.0001323608,0.001478272,0.000263999,0.00009370522,0.0001427475,0.003315586,0.9741407,0.00002158324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004245887,0.9964473,0.000100257,0.001408919,0.0006294172,0.000005796003,0.00001060686,0.000004541,0.001350823],"genre_scores_gemma":[0.0003036673,0.9975418,0.0002239735,0.0007373584,0.0004800137,0.000006014477,0.00001324578,0.000001116212,0.0006927891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005799919,"threshold_uncertainty_score":0.01940268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09694469631214973,"score_gpt":0.4417982955092938,"score_spread":0.3448535991971441,"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."}}