{"id":"W2180929798","doi":"10.1016/j.jcv.2015.11.020","title":"Cervical cancer screening of HPV vaccinated populations: Cytology, molecular testing, both or none","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Virology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Cervical cancer; Vaccination; Cervical screening; Cytology; Gynecology; Cervical cancer screening; HPV infection; Population; Cancer; Oncology; Internal medicine; Immunology; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001644704,0.000914162,0.003190108,0.002519136,0.0002132237,0.0009347128,0.00161723,0.001465111,0.002530933],"category_scores_gemma":[0.003361927,0.0003866951,0.001577665,0.002073745,0.0004822991,0.001347847,0.0006836402,0.001220213,0.0004717609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000623189,"about_ca_system_score_gemma":0.001375736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610216,"about_ca_topic_score_gemma":0.007868301,"domain_scores_codex":[0.9992782,0.0001937321,0.0001474825,0.0001420832,0.0001921099,0.00004636238],"domain_scores_gemma":[0.9985995,0.00105579,0.0001552846,0.00001913411,0.0001352171,0.00003514659],"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":[0.0001617534,0.0000412517,0.001190174,0.07595253,0.0006982854,0.0002079329,0.00006483927,0.0001634042,0.0004609952,0.0007703338,0.01262757,0.907661],"study_design_scores_gemma":[0.0003814296,0.0006798571,0.0144062,0.2385748,0.01151884,0.007829127,0.0007683081,0.0004630041,0.0008697918,0.003472375,0.7208859,0.0001504368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007232888,0.9995456,0.00003211859,0.0001258911,0.00005813207,0.000002495005,0.00001134474,0.00000143458,0.0001504899],"genre_scores_gemma":[0.00125938,0.9981863,0.0001373242,0.000235395,0.00008898377,0.000004049931,0.00002349772,6.795939e-7,0.00006443514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003610216,"threshold_uncertainty_score":0.008698106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5947570476551605,"score_gpt":0.6148954942158028,"score_spread":0.02013844656064234,"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."}}