{"id":"W2297625970","doi":"10.1016/j.pvr.2016.03.002","title":"Human papillomavirus detection in cervical neoplasia attributed to 12 high-risk human papillomavirus genotypes by region","year":2016,"lang":"en","type":"article","venue":"Papillomavirus Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"Centers for Disease Control and Prevention; National Institutes of Health; Cancer Research UK; Valeant Pharmaceuticals International; Sanofi; Merck; GlaxoSmithKline; American College of Obstetricians and Gynecologists; American Cancer Society","keywords":"Human papillomavirus; Medicine; Genotype; Koilocyte; Virology; Cervical intraepithelial neoplasia; Gynecology; Cervical cancer; Oncology; Internal medicine; Gene; Genetics; Biology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00258271,0.0003504712,0.0002648247,0.0009173654,0.0001077601,0.0003219717,0.0004314016,0.0003211128,0.00163464],"category_scores_gemma":[0.003603132,0.000197963,0.0008718428,0.0006219622,0.0001936196,0.0002784488,0.000367538,0.0002313487,0.0004335997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052663,"about_ca_system_score_gemma":0.0002331888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799699,"about_ca_topic_score_gemma":0.00269593,"domain_scores_codex":[0.9988686,0.0004887441,0.00009293995,0.0003009471,0.0001612651,0.00008742131],"domain_scores_gemma":[0.9970293,0.0007536903,0.001587286,0.0001687023,0.0003275433,0.0001334218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005924316,0.00001535194,0.9944971,0.000080745,0.0002558327,0.00001528567,0.00004376543,0.0003600371,0.0007647222,0.000014706,0.00008125979,0.003278713],"study_design_scores_gemma":[0.00002588275,0.0003722431,0.9977269,0.00002521595,0.0001896072,0.000239973,0.0000385203,0.0003800949,0.0005666066,0.00001904445,0.000411998,0.000003886885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993642,0.002092741,0.0006790932,0.0000281816,0.000005458222,0.00007388437,0.002664254,0.00002059978,0.0007939021],"genre_scores_gemma":[0.9983833,0.0001897546,0.0005594387,0.00001300357,0.000004632269,0.00004696379,0.0006576629,0.000002258531,0.0001431025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003799699,"threshold_uncertainty_score":0.01365888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07616617205435713,"score_gpt":0.3882850545436581,"score_spread":0.312118882489301,"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."}}