{"id":"W3165316318","doi":"10.1016/j.ajog.2021.05.038","title":"Long-term cervical precancer outcomes after a negative DNA- or RNA-based human papillomavirus test result","year":2021,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"B.C. Women's Hospital & Health Centre; British Columbia Centre of Excellence for Women's Health; McGill University; Simon Fraser University; BC Cancer Agency; BC Centre for Disease Control; University of British Columbia; Women's Health Research Institute","funders":"National Cancer Institute; National Institutes of Health; Merck","keywords":"Medicine; Human papillomavirus; Term (time); Papillomaviridae; Cervical cancer; Test (biology); Oncology; Internal medicine; Cancer; Biology","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":[0.0007240812,0.000285911,0.0003616128,0.0007622387,0.0007691878,0.0008283104,0.0004686005,0.0007903196,0.003011858],"category_scores_gemma":[0.003328393,0.0001887767,0.001181904,0.0006247682,0.0003533806,0.001121944,0.0009599618,0.00144514,0.0003234093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006211456,"about_ca_system_score_gemma":0.0007678413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135862,"about_ca_topic_score_gemma":0.01629345,"domain_scores_codex":[0.999577,0.00004950831,0.0000345455,0.00006806563,0.00005452639,0.000216294],"domain_scores_gemma":[0.9976184,0.0004595155,0.0007973395,0.0001552311,0.0002424662,0.0007269302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001304922,0.0001526554,0.9935563,0.0000553376,0.0002361369,0.0002398098,0.00008904259,0.0001705128,0.0001670981,0.00008215648,0.000379621,0.003566405],"study_design_scores_gemma":[0.00001932845,0.0004287464,0.9979556,0.00003248661,0.0002094338,0.0002217194,0.0002541575,0.0001948372,0.0000861831,0.0001920356,0.0003883506,0.00001733543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936893,0.001317859,0.0001086294,0.000203704,0.000070188,0.00001336533,0.002309183,0.000009216184,0.002278549],"genre_scores_gemma":[0.9969922,0.0002875868,0.00002352842,0.00004488801,0.00005688029,0.000008739329,0.00180625,0.00000189398,0.0007779239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135862,"threshold_uncertainty_score":0.02258503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305023214020271,"score_gpt":0.3506260367694345,"score_spread":0.3201237153674075,"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."}}