{"id":"W2198820876","doi":"10.1002/jmv.24453","title":"Sensitivity of APTIMA HPV E6/E7 mRNA test in comparison with hybrid capture 2 HPV DNA test for detection of high risk oncogenic human papillomavirus in 396 biopsy confirmed cervical cancers","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Chittaranjan National Cancer Institute","keywords":"Cervical cancer; Cervical intraepithelial neoplasia; Medicine; Papillomaviridae; Human papillomavirus; Virology; Kappa; Hybrid capture; Cancer; Oncology; Internal medicine; Gynecology; 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":[0.004228356,0.0004979791,0.0006571161,0.001899223,0.0001838563,0.0008500646,0.0005044941,0.0007178549,0.001220777],"category_scores_gemma":[0.008143009,0.0004763363,0.0006801076,0.0005861975,0.0004840492,0.0006245113,0.0004579315,0.0003890318,0.0006002557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686475,"about_ca_system_score_gemma":0.0001618773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364168,"about_ca_topic_score_gemma":0.001671735,"domain_scores_codex":[0.9948801,0.001773592,0.0004903339,0.001004088,0.001565496,0.00028644],"domain_scores_gemma":[0.9940348,0.003973381,0.000623529,0.0003384122,0.0007556467,0.0002742075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001602408,0.00007060129,0.9471667,0.0001650028,0.0002725947,0.0004147132,0.0002916599,0.000634297,0.03112783,0.0000467946,0.0001855495,0.01802183],"study_design_scores_gemma":[0.00005342288,0.001828245,0.9451403,0.00006157762,0.000444293,0.005414009,0.0002777005,0.00679292,0.03830747,0.0001342212,0.001507125,0.00003862988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917927,0.003596395,0.00209168,0.00005301605,0.00003639541,0.00002843466,0.0001985833,0.00004535339,0.002157341],"genre_scores_gemma":[0.9975821,0.0003426564,0.001456118,0.00004408812,0.00001543279,0.00001463906,0.0002228834,0.000007756646,0.0003142561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004228356,"threshold_uncertainty_score":0.02236193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352222667905038,"score_gpt":0.3453884399564401,"score_spread":0.3101661731659364,"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."}}