{"id":"W7098336146","doi":"","title":"Aptima HPV E6/E7 mRNA Test Is as Sensitive as Hybrid Capture 2 Assay but More Specific at Detecting Cervical","year":2010,"lang":"en","type":"article","venue":"","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colposcopy; Genotyping; Cervical cancer; Cervical intraepithelial neoplasia; Human papillomavirus; Papillomaviridae; Cervical cancer screening; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002427811,0.0008994113,0.001391709,0.002738601,0.0003151543,0.0008902925,0.0004293055,0.0009192327,0.00540013],"category_scores_gemma":[0.00289381,0.0005189909,0.0006252579,0.001429699,0.0005787666,0.0006179918,0.0004838366,0.0005792122,0.001550515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004544099,"about_ca_system_score_gemma":0.0003266191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237234,"about_ca_topic_score_gemma":0.003029207,"domain_scores_codex":[0.9973919,0.0007829114,0.0001664821,0.0005919827,0.0009066571,0.0001601042],"domain_scores_gemma":[0.9979608,0.0008224849,0.0004077655,0.0001646966,0.000495718,0.0001484656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00465657,0.0007274435,0.5586154,0.001164186,0.0006869994,0.001277277,0.0004186493,0.0007906663,0.2781548,0.0007709258,0.005639101,0.147098],"study_design_scores_gemma":[0.0002579658,0.004397761,0.8190195,0.0001519507,0.0005975274,0.01853501,0.0002138524,0.003919473,0.1274202,0.0005763777,0.02477064,0.000139806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243532,0.0190571,0.02859339,0.00050428,0.0003365646,0.0006703831,0.004269977,0.001280268,0.02093486],"genre_scores_gemma":[0.9484906,0.004170937,0.0277708,0.0006482739,0.0002311659,0.0004159125,0.004253227,0.0001026949,0.01391643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00540013,"threshold_uncertainty_score":0.01806521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00744817463097268,"score_gpt":0.2244139156219128,"score_spread":0.2169657409909401,"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."}}