{"id":"W2121905340","doi":"10.1093/jnci/djp392","title":"A New Generation of Studies of Human Papillomavirus DNA Testing in Cervical Cancer Screening","year":2009,"lang":"en","type":"letter","venue":"JNCI Journal of the National Cancer Institute","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Papanicolaou stain; Cervical cancer; Cervical intraepithelial neoplasia; Medicine; Context (archaeology); Papanicolaou Test; Cancer; Gynecology; Oncology; Internal medicine; 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":[0.02809621,0.0008479248,0.001583812,0.006215935,0.001331476,0.00521272,0.002105107,0.004083289,0.01344812],"category_scores_gemma":[0.06913792,0.0006098793,0.001912067,0.005934784,0.003945525,0.008720209,0.00377276,0.004704399,0.001634678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002549389,"about_ca_system_score_gemma":0.004184572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00513789,"about_ca_topic_score_gemma":0.007622357,"domain_scores_codex":[0.9875678,0.007584971,0.0006376203,0.001499474,0.002382747,0.0003274186],"domain_scores_gemma":[0.872943,0.09735334,0.004898237,0.008600471,0.01364579,0.002559153],"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":[0.00148807,0.0005131441,0.07274129,0.01219726,0.001577745,0.0005905824,0.002568617,0.0002924956,0.001722331,0.07454431,0.1044201,0.727344],"study_design_scores_gemma":[0.0004228629,0.001626566,0.0655629,0.01415908,0.002289171,0.002402323,0.003413287,0.0006354505,0.001095209,0.04441506,0.8637645,0.0002135038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02145078,0.7558107,0.01336721,0.1418347,0.02108227,0.0005298568,0.001814998,0.0001470407,0.04396237],"genre_scores_gemma":[0.1317606,0.6033446,0.03224938,0.1761924,0.04398282,0.001296345,0.001288985,0.000236806,0.009648067],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02809621,"threshold_uncertainty_score":0.1485888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3822100960116049,"score_gpt":0.471142071785221,"score_spread":0.08893197577361606,"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."}}