{"id":"W2109680788","doi":"10.1128/jcm.00382-10","title":"Clinical Performance of the PreTect HPV-Proofer E6/E7 mRNA Assay in Comparison with That of the Hybrid Capture 2 Test for Identification of Women at Risk of Cervical Cancer","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. H. Bliss Murphy Cancer Centre; Baker Hughes (Canada); St. John’s Health Sciences Centre; Thunder Bay Regional Health Sciences Centre; Queen Elizabeth II Health Sciences Centre; Centre Hospitalier de l’Université de Montréal; Royal University Hospital; Memorial University of Newfoundland","funders":"","keywords":"Colposcopy; Cervical intraepithelial neoplasia; Cervical cancer; Cytology; Medicine; Internal medicine; Genotyping; Papillomaviridae; Gynecology; Cancer; Confidence interval; Cervical screening; Liquid-based cytology; Oncology; Genotype; Pathology; Biology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006569535,0.0001460746,0.001452391,0.0000833605,0.00004172463,0.000003151823,0.0006156043,0.0003496489,0.0004232845],"category_scores_gemma":[0.003588059,0.00006940628,0.0005577208,0.0002096354,0.001324389,0.0000437754,0.0001795509,0.001825142,8.303502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115176,"about_ca_system_score_gemma":0.0006886999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008312664,"about_ca_topic_score_gemma":0.0007784832,"domain_scores_codex":[0.9957109,0.0006080271,0.002878135,0.0002337121,0.0002646307,0.0003046007],"domain_scores_gemma":[0.9918071,0.003639211,0.002998681,0.0005324562,0.0008899607,0.0001326155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006387894,0.0007268518,0.9432763,0.0003631498,0.000217682,4.508652e-7,0.0001680547,0.00003407869,0.04067125,0.000008047145,0.0003926231,0.007753571],"study_design_scores_gemma":[0.004310118,0.002253601,0.9302403,0.0001356586,0.0002232896,0.00003665801,0.0000785009,0.0003327115,0.06111912,0.00006997182,0.001133366,0.00006672286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969717,0.0002871591,0.00004041739,0.001193872,0.0006703002,0.000577708,0.0001625786,0.000001675826,0.00009462392],"genre_scores_gemma":[0.9990005,0.0003456654,0.0001439418,0.0001370234,0.0002443159,0.0000130543,0.000003639259,0.00001556646,0.00009630804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02044787,"threshold_uncertainty_score":0.7929435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970164342953846,"score_gpt":0.4033021620685864,"score_spread":0.3536005186390479,"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."}}