{"id":"W4403250365","doi":"10.1016/j.ygyno.2024.07.603","title":"In the era of the HPV vaccine, what are the current HPV subtypes contributing to high-grade cervical dysplasia, adenocarcinoma in situ, and early cervical cancer?","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; University of Toronto","funders":"","keywords":"Medicine; Cervical cancer; Dysplasia; Oncology; Adenocarcinoma; Gynecology; Internal medicine; Cancer","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":[0.003872804,0.0003459565,0.001212014,0.001260782,0.0007331095,0.004056424,0.0007977328,0.002518609,0.005088329],"category_scores_gemma":[0.01502995,0.0004103243,0.0007487201,0.001966652,0.001708726,0.006613989,0.0007040439,0.002914496,0.001308361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333174,"about_ca_system_score_gemma":0.004234836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008789182,"about_ca_topic_score_gemma":0.01616214,"domain_scores_codex":[0.9986308,0.0004293011,0.0001482327,0.0002288654,0.0003445234,0.0002182675],"domain_scores_gemma":[0.9934235,0.002411603,0.001597699,0.0002893157,0.001608601,0.0006694033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001126105,0.0004474858,0.4358311,0.003235976,0.0004661537,0.0004639968,0.001139084,0.0006258535,0.003016545,0.01286487,0.03420944,0.5065734],"study_design_scores_gemma":[0.0001324336,0.001040002,0.5301175,0.009324213,0.00123074,0.003998625,0.01844592,0.002069152,0.001867436,0.05783489,0.3736575,0.0002817085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09438334,0.6616198,0.002711716,0.2250147,0.004108827,0.00005422989,0.001417061,0.00004280232,0.0106475],"genre_scores_gemma":[0.3898124,0.5552073,0.002654013,0.03101894,0.01722323,0.0000489382,0.001140076,0.00003068152,0.002864453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008789182,"threshold_uncertainty_score":0.02048153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801371543450604,"score_gpt":0.3491194084661743,"score_spread":0.3211056930316683,"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."}}