{"id":"W2129306198","doi":"10.1016/s1470-2045(01)00617-9","title":"Persistent human papillomavirus infection and cervical neoplasia","year":2002,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Carcinogenesis; Cervical intraepithelial neoplasia; Biology; Cervical cancer; Genotype; HPV infection; Cancer research; Loss of heterozygosity; Oncogene; Tumor suppressor gene; Telomerase; Intraepithelial neoplasia; Cancer; Gene; Immunology; Genetics; Allele; Cell cycle","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":[0.0009948394,0.001038382,0.002557639,0.003535281,0.0003782584,0.001491991,0.0008304363,0.001772781,0.0064228],"category_scores_gemma":[0.002196857,0.0004224668,0.000619683,0.006170969,0.0005887611,0.00165744,0.0008546335,0.001520555,0.001693212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547635,"about_ca_system_score_gemma":0.003497215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005412465,"about_ca_topic_score_gemma":0.01172061,"domain_scores_codex":[0.9995973,0.00008410165,0.0000670247,0.00005150806,0.0001705618,0.00002965842],"domain_scores_gemma":[0.9991137,0.0004595876,0.0001792553,0.00001951134,0.0001769645,0.00005090607],"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":[0.0001371767,0.00003747679,0.0002553608,0.06134576,0.0002142366,0.0002926682,0.0001056217,0.0002435678,0.0005185645,0.002190502,0.08530613,0.8493528],"study_design_scores_gemma":[0.00006178739,0.00009154691,0.001118562,0.01947363,0.0006111955,0.001153367,0.0001520418,0.00003691443,0.0001111185,0.001189768,0.9759862,0.00001390331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002458545,0.9989895,0.00001463587,0.0002379861,0.0003356696,0.000003159118,0.00001138857,0.000001803259,0.0003811079],"genre_scores_gemma":[0.0003144633,0.998799,0.00004443688,0.0002489748,0.0001764259,0.000004862984,0.00001177768,4.16526e-7,0.0003996247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0064228,"threshold_uncertainty_score":0.02148634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.246386251105243,"score_gpt":0.4686531876521851,"score_spread":0.2222669365469421,"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."}}