{"id":"W4206507311","doi":"10.3233/cbm-210366","title":"Comparison of CINtec PLUS cytology and cobas HPV test for triaging Canadian patients with LSIL cytology referred to colposcopy: A two-year prospective study","year":2022,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of British Columbia; St. Joseph’s Healthcare Hamilton; St. John’s Health Sciences Centre; McGill University; Memorial University of Newfoundland","funders":"","keywords":"Colposcopy; Referral; Cytology; Prospective cohort study; Pap test; Cervical screening; Test (biology)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002588954,0.000566238,0.000553583,0.000644148,0.001056948,0.0008944001,0.0009288056,0.0008529563,0.00101885],"category_scores_gemma":[0.006651067,0.0004693994,0.0007505482,0.001100322,0.0004560896,0.0006645873,0.0005997405,0.0007065787,0.0002301865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008084383,"about_ca_system_score_gemma":0.008547256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6497566,"about_ca_topic_score_gemma":0.7282677,"domain_scores_codex":[0.9979699,0.0003490223,0.0001108106,0.0003298265,0.0008955146,0.00034504],"domain_scores_gemma":[0.9947444,0.0006827046,0.001053619,0.0001667851,0.002348092,0.001004471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002840125,0.000339813,0.9901189,0.00005038498,0.0001023118,0.00009477531,0.000378264,0.0001032221,0.0005019637,0.00001179492,0.0002828413,0.005175647],"study_design_scores_gemma":[0.000131592,0.001758814,0.9967501,0.00001243067,0.00008373472,0.0001133328,0.0003539126,0.0004440587,0.0001151727,0.00000335245,0.0002194786,0.00001407525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989659,0.0002691074,0.00004099778,0.00005774307,0.000007825966,0.00005820128,0.0002505663,0.000004028596,0.0003456934],"genre_scores_gemma":[0.9986475,0.0001700174,0.0002095459,0.00006698389,0.00001268885,0.00002624864,0.0006261916,0.000002607223,0.0002382155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3502434,"threshold_uncertainty_score":0.7046121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249620924443916,"score_gpt":0.396608825877538,"score_spread":0.3541126166330989,"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."}}