{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01333524,0.0008633104,0.0005926106,0.001987742,0.0003758976,0.001163154,0.0009427161,0.001055493,0.0007096312],"category_scores_gemma":[0.01479897,0.0009478796,0.0007452655,0.001125212,0.000769272,0.0008943761,0.0008167331,0.0007174211,0.000671367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006932902,"about_ca_system_score_gemma":0.0005857995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747862,"about_ca_topic_score_gemma":0.0105479,"domain_scores_codex":[0.9847316,0.007277891,0.0008822914,0.002497177,0.003989397,0.0006217171],"domain_scores_gemma":[0.9756589,0.01559528,0.001986472,0.001644318,0.004553078,0.0005619875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005761017,0.0003035304,0.9253113,0.0002573826,0.000806671,0.0001828252,0.002185183,0.001381865,0.04215059,0.0001685751,0.0005626269,0.02092837],"study_design_scores_gemma":[0.0001555766,0.0035885,0.9531428,0.00006874886,0.0002848624,0.001181645,0.0007687086,0.01016634,0.02909181,0.0001497418,0.001323516,0.00007785409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926834,0.001023927,0.003830724,0.00004566209,0.0000509345,0.0000763025,0.0002415131,0.0000550222,0.001992683],"genre_scores_gemma":[0.9928598,0.0002830596,0.004896424,0.0001183041,0.00002481332,0.0001070021,0.000774394,0.00002475159,0.0009114872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333524,"threshold_uncertainty_score":0.07052433,"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."}}