{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175433,0.0001568262,0.001332411,0.0001056364,0.00004229362,0.000003439799,0.000251216,0.0002316222,0.0002516588],"category_scores_gemma":[0.0004887817,0.00008268817,0.0002330524,0.0001485906,0.001057116,0.00003197959,0.00007523382,0.0007844493,1.756653e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003730035,"about_ca_system_score_gemma":0.0002879401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009648106,"about_ca_topic_score_gemma":0.0002903857,"domain_scores_codex":[0.9977082,0.0002238299,0.001427409,0.0002159531,0.0001537582,0.0002708705],"domain_scores_gemma":[0.9963227,0.001213322,0.001330244,0.0003371318,0.000604805,0.0001917858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01649161,0.0006170135,0.004137363,0.0004084346,0.000179838,0.000007784001,0.00007178225,0.000004222261,0.9686841,0.00004879194,0.00005961863,0.00928943],"study_design_scores_gemma":[0.01224753,0.01659875,0.350289,0.00007298679,0.0002488723,0.0002803256,0.00009880626,0.000009788942,0.6184079,0.000295253,0.001339094,0.000111719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981861,0.0000720889,0.0005061319,0.0003680922,0.0001866166,0.0005011433,0.0001419902,0.000003064521,0.00003482613],"genre_scores_gemma":[0.9987941,0.00005232747,0.0007692457,0.00008814143,0.000195887,0.000009031558,0.000003355213,0.00001922804,0.00006863022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3502762,"threshold_uncertainty_score":0.3894987,"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."}}