{"id":"W4249578946","doi":"10.1128/jcm.06656-11","title":"Human Papillomavirus (HPV) DNA Triage of Women with Atypical Squamous Cells of Undetermined Significance with cobas 4800 HPV and Hybrid Capture 2 Tests for Detection of High-Grade Lesions of the Uterine Cervix","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Colposcopy; Cervical intraepithelial neoplasia; Medicine; Hybrid capture; Human papillomavirus; Triage; Confidence interval; Gynecology; Papillomaviridae; Internal medicine; Obstetrics; Oncology; Cervical cancer; Cancer","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":[0.001936952,0.0003313996,0.0004552274,0.0008288393,0.0002336347,0.0004421434,0.0003689964,0.000538051,0.001484834],"category_scores_gemma":[0.003987785,0.0003663431,0.0003193591,0.0005197498,0.0003126793,0.0003906893,0.0004145895,0.0004003557,0.00048369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808805,"about_ca_system_score_gemma":0.0003257882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003061254,"about_ca_topic_score_gemma":0.00342564,"domain_scores_codex":[0.9987852,0.0005784464,0.00008642634,0.0002417174,0.0002242937,0.00008393257],"domain_scores_gemma":[0.9983065,0.000750166,0.0003717118,0.0001248805,0.0002780833,0.0001686816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001976981,0.00007547013,0.9836932,0.00004275203,0.00005632139,0.0001618571,0.0001759197,0.00007727046,0.005047577,0.00001328466,0.0002078074,0.008471687],"study_design_scores_gemma":[0.0001029749,0.001993298,0.9876981,0.00001728835,0.00006965314,0.001102983,0.0003499014,0.002289162,0.005881071,0.00005358214,0.0004271743,0.00001470753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985238,0.0004445221,0.0005226175,0.00003005245,0.00001299384,0.00004871235,0.00009203902,0.00001714016,0.0003081629],"genre_scores_gemma":[0.9982584,0.0001244651,0.001139823,0.00004017978,0.000009013348,0.00004145428,0.0001693077,0.000003397758,0.0002140041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003061254,"threshold_uncertainty_score":0.01024371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760684525168603,"score_gpt":0.3812726020276549,"score_spread":0.3236657567759689,"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."}}