{"id":"W2122378718","doi":"10.1128/jcm.01063-10","title":"Human Papillomavirus (HPV) DNA Triage of Women with Atypical Squamous Cells of Undetermined Significance with Amplicor HPV and Hybrid Capture 2 Assays for Detection of High-Grade Lesions of the Uterine Cervix","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Health Canada","keywords":"Colposcopy; Cervical intraepithelial neoplasia; Medicine; Cytology; Human papillomavirus; Hybrid capture; Cervix; Confidence interval; Papillomaviridae; Gynecology; Internal medicine; Gastroenterology; Cervical cancer; Pathology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001599937,0.000314018,0.0004192075,0.001155194,0.0002441765,0.0003234063,0.000383689,0.0005970468,0.001231539],"category_scores_gemma":[0.003926973,0.0004986098,0.000272691,0.0006065288,0.0002999519,0.0003611987,0.0005125815,0.0003559851,0.0004197617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520983,"about_ca_system_score_gemma":0.0003148804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919811,"about_ca_topic_score_gemma":0.002690001,"domain_scores_codex":[0.9991743,0.0003237019,0.00007477847,0.000154059,0.0002074893,0.00006558702],"domain_scores_gemma":[0.9987155,0.0005262305,0.0002717063,0.0001321428,0.0002045441,0.0001498466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001002505,0.00005395201,0.985229,0.00005407662,0.00002803161,0.0002436674,0.0002908169,0.00005009327,0.003477447,0.00001622029,0.0001973364,0.009356835],"study_design_scores_gemma":[0.00007003492,0.001164129,0.9923726,0.00001745293,0.00004358952,0.00196167,0.0002138075,0.001023726,0.002368311,0.00005286276,0.0007005524,0.00001123729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983295,0.0006173429,0.000362709,0.0000330933,0.00001070271,0.00008293174,0.0001242128,0.00001677373,0.000422846],"genre_scores_gemma":[0.9978764,0.0003083587,0.001069154,0.00004870435,0.00001508428,0.00006598698,0.0002546495,0.000003431984,0.0003582995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001919811,"threshold_uncertainty_score":0.008461356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403972691429793,"score_gpt":0.3639516785827282,"score_spread":0.3235544094397489,"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."}}