{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005075822,0.000255148,0.002058545,0.0001055584,0.0001833588,0.00002595862,0.0001731969,0.0004667825,0.004561815],"category_scores_gemma":[0.00006393692,0.0001453059,0.0003984116,0.0002201668,0.0002660225,0.00001852048,0.0001908492,0.00125936,0.0002737574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004481851,"about_ca_system_score_gemma":0.0001771469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001645094,"about_ca_topic_score_gemma":0.0001943227,"domain_scores_codex":[0.9981914,0.0004177811,0.000349827,0.0003511824,0.0002432995,0.0004465385],"domain_scores_gemma":[0.998897,0.000273681,0.0001184462,0.0004593888,0.00006677444,0.00018474],"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":[0.00005532805,0.00008978981,0.000104781,0.008437656,0.0002114264,0.00005809642,0.0000735573,4.388715e-8,3.049452e-7,0.0004131542,0.006742211,0.9838136],"study_design_scores_gemma":[0.001063613,0.001009477,0.001764918,0.0004888195,0.001155173,0.0008446198,0.000009344833,0.000006265845,1.055712e-7,0.00006431378,0.9934563,0.0001370213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007001505,0.9010409,0.000001099159,0.001288499,0.0001752979,0.0007070855,0.00001443904,0.00005508818,0.09664758],"genre_scores_gemma":[0.0002809059,0.9944995,0.00001611376,0.0006620405,0.002288679,0.000153704,0.00005627573,0.00003567526,0.002007077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867141,"threshold_uncertainty_score":0.9963481,"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."}}