{"id":"W4392607326","doi":"10.2139/ssrn.4744067","title":"The Era of Hpv Vaccine, What are the Current Hpv Types Contributing to High Grade Cervical Dysplasia, Adenocarcinoma in Situ, and Early Cervical Cancer?","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Public Health Agency of Canada; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Cervical cancer; Medicine; Dysplasia; Carcinoma in situ; Oncology; Human papillomavirus; In situ; Gynecology; Virology; Internal medicine; Cancer; Geography","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":[0.003292138,0.0003263179,0.0009736379,0.001341153,0.0004971675,0.003735818,0.0003924415,0.002030175,0.01242397],"category_scores_gemma":[0.02083071,0.0002895195,0.0003923526,0.001901319,0.001264709,0.004862634,0.0005930807,0.002805352,0.002159717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301774,"about_ca_system_score_gemma":0.002863882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003923682,"about_ca_topic_score_gemma":0.004747896,"domain_scores_codex":[0.9988391,0.0005017702,0.00007431523,0.000159506,0.0003152281,0.0001101414],"domain_scores_gemma":[0.9942516,0.003096784,0.0009203705,0.000255016,0.0009718196,0.0005045567],"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":[0.001262241,0.0003635381,0.1306334,0.004062503,0.0004600151,0.0008313314,0.001972825,0.0006155386,0.002075637,0.07038322,0.1938937,0.5934461],"study_design_scores_gemma":[0.000105808,0.0004605497,0.165968,0.005695451,0.0005688521,0.002767432,0.007374377,0.001243153,0.001037643,0.1785382,0.6361405,0.0000998686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03233935,0.474678,0.001392531,0.4540439,0.007758273,0.00002296888,0.001652322,0.00005335649,0.02805935],"genre_scores_gemma":[0.291658,0.6124271,0.002343077,0.04058578,0.03946746,0.00004175991,0.001104798,0.00007486872,0.0122972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01242397,"threshold_uncertainty_score":0.04156232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163339255639679,"score_gpt":0.3178537636984635,"score_spread":0.3015198381344956,"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."}}