{"id":"W2132203954","doi":"10.1128/jcm.02147-10","title":"Aptima HPV E6/E7 mRNA Test Is as Sensitive as Hybrid Capture 2 Assay but More Specific at Detecting Cervical Precancer and Cancer","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. H. Bliss Murphy Cancer Centre; Thunder Bay Regional Health Sciences Centre; Queen Elizabeth II Health Sciences Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Royal University Hospital; Memorial University of Newfoundland","funders":"","keywords":"Colposcopy; Cervical intraepithelial neoplasia; Medicine; Cervical cancer; Confidence interval; Gynecology; Genotyping; Population; Internal medicine; Papillomaviridae; Cancer; Oncology; Genotype; Biology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002318771,0.0008969465,0.001397978,0.002765233,0.0003239725,0.0008429716,0.0004207406,0.0008560544,0.006162225],"category_scores_gemma":[0.002714809,0.0004892451,0.0006152064,0.0014323,0.0005134404,0.0005424313,0.0004589834,0.0005148425,0.001700398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530414,"about_ca_system_score_gemma":0.0003283538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191574,"about_ca_topic_score_gemma":0.002796728,"domain_scores_codex":[0.9973074,0.0008154434,0.00016051,0.0005953306,0.0009617127,0.0001595797],"domain_scores_gemma":[0.998157,0.0007179994,0.0003824627,0.0001440774,0.0004630398,0.0001355593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004622076,0.0007748356,0.5851479,0.001118619,0.0006649118,0.001075183,0.0003902395,0.0007337211,0.247244,0.0007970818,0.005873066,0.1515585],"study_design_scores_gemma":[0.0002207196,0.003984472,0.8569625,0.0001254389,0.0005321454,0.01420671,0.000193862,0.003250061,0.09623888,0.0005677855,0.02360863,0.0001087714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158632,0.02107612,0.02873056,0.0004746197,0.0003599944,0.0007996268,0.005636767,0.001389898,0.02566932],"genre_scores_gemma":[0.9451816,0.004197638,0.02766306,0.0005891561,0.0002032192,0.0004627319,0.004310286,0.000105961,0.01728617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006162225,"threshold_uncertainty_score":0.02061468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301231127864125,"score_gpt":0.4044064669609954,"score_spread":0.3613941556823542,"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."}}