{"id":"W2144175542","doi":"10.1016/j.vaccine.2012.06.095","title":"Evidence Regarding Human Papillomavirus Testing in Secondary Prevention of Cervical Cancer","year":2012,"lang":"en","type":"review","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":914,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Medicine; Triage; Cytology; Cervical intraepithelial neoplasia; Cervical cancer; Oncology; Gynecology; Cancer; Papillomaviridae; Human papillomavirus; Colposcopy; Internal medicine; Squamous intraepithelial lesion; Hybrid capture; Obstetrics; Pathology; Emergency medicine","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":[0.002396185,0.001138215,0.003952938,0.00418068,0.0002759171,0.001358452,0.001277887,0.001642859,0.00488225],"category_scores_gemma":[0.00741759,0.0005639924,0.002795664,0.00462348,0.0005406652,0.001203165,0.0007656392,0.001429453,0.0005354081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214719,"about_ca_system_score_gemma":0.00301745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006931833,"about_ca_topic_score_gemma":0.01282675,"domain_scores_codex":[0.998942,0.000335248,0.0002998842,0.0001234672,0.0002504704,0.00004909267],"domain_scores_gemma":[0.9957831,0.003359579,0.000485326,0.0000383596,0.000273516,0.00006023232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003384667,0.00005122598,0.0006036145,0.5012053,0.002915642,0.0001951029,0.0000866242,0.0002536519,0.0004335678,0.000795605,0.009012863,0.4841083],"study_design_scores_gemma":[0.0005506461,0.0005630504,0.006034957,0.6012141,0.04060309,0.00153021,0.0003410574,0.0001925298,0.000672036,0.001842755,0.3463908,0.00006492507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004673698,0.9996778,0.00001570442,0.00006847624,0.00004096968,0.000005389727,0.00001622283,9.526707e-7,0.0001278205],"genre_scores_gemma":[0.0006292374,0.9991218,0.00006084974,0.0001105103,0.00002795487,0.000005485194,0.00001363233,3.345371e-7,0.00003009357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006931833,"threshold_uncertainty_score":0.01633275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3189389782903574,"score_gpt":0.4782836425063622,"score_spread":0.1593446642160047,"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."}}