{"id":"W2103938573","doi":"10.1128/jcm.05400-11","title":"Comparison of the Hybrid Capture 2 and cobas 4800 Tests for Detection of High-Risk Human Papillomavirus in Specimens Collected in PreservCyt Medium","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Provincial Laboratory of Public Health","funders":"Alberta Innovates; Calgary Laboratory Services","keywords":"Ascus (bryozoa); Human papillomavirus; Cytology; Hybrid capture; Medicine; Kappa; Papillomaviridae; Gynecology; Genotyping; Roche Diagnostics; Confidence interval; Squamous intraepithelial lesion; Internal medicine; Cervical intraepithelial neoplasia; Genotype; Cervical cancer; Pathology; Biology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167559,0.00009322643,0.0009965379,0.0001544088,0.00002657667,0.000001930384,0.0001739714,0.0002092223,0.0001814395],"category_scores_gemma":[0.002079591,0.00005753035,0.0001758507,0.0001964903,0.0003730514,0.00002404734,0.00008002436,0.0008387245,4.092929e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004739405,"about_ca_system_score_gemma":0.0001878156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000653682,"about_ca_topic_score_gemma":0.005500456,"domain_scores_codex":[0.9975461,0.0004808718,0.001551263,0.0001475626,0.00008461908,0.0001895331],"domain_scores_gemma":[0.9974003,0.001190014,0.0007756131,0.0001641695,0.0003814143,0.00008843738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008112788,0.0009194294,0.7800799,0.0001287348,0.0001103888,0.00000997099,0.0003393758,0.000002943506,0.206578,0.00001664892,0.0007876576,0.002914157],"study_design_scores_gemma":[0.006554657,0.003195841,0.9058502,0.0000721899,0.00007894766,0.00005173476,0.00007865212,0.00001707927,0.0827596,0.0005522517,0.0007417015,0.00004709179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99813,0.0007096386,0.00002046301,0.0002798877,0.0002520565,0.0003850397,0.00003633826,0.000001702307,0.0001848342],"genre_scores_gemma":[0.9993431,0.0001957722,0.0001888933,0.00007150423,0.0001398839,0.000003553029,0.000003033735,0.000008616469,0.00004564687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257704,"threshold_uncertainty_score":0.3643887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335029505194467,"score_gpt":0.4442893230109001,"score_spread":0.3107863724914534,"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."}}