{"id":"W3053814332","doi":"10.1016/j.pvr.2020.100206","title":"CINtec PLUS and cobas HPV testing for triaging Canadian women referred to colposcopy with a history of low-grade squamous intraepithelial lesion: Baseline findings","year":2020,"lang":"en","type":"article","venue":"Papillomavirus Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; St. John’s Health Sciences Centre; University of British Columbia; St. Joseph’s Healthcare Hamilton; McGill University; Memorial University of Newfoundland","funders":"Roche Diagnostics","keywords":"Colposcopy; Medicine; Cervical intraepithelial neoplasia; Gynecology; Cytology; Squamous intraepithelial lesion; Biopsy; Cervical screening; Obstetrics; Internal medicine; Cervical cancer; Pathology; Cancer","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":[0.0006401697,0.0003739938,0.000301378,0.0006717309,0.0007419314,0.0005665338,0.0005238813,0.0002808821,0.003264202],"category_scores_gemma":[0.001986932,0.0002311864,0.0002504249,0.0007576889,0.0001525417,0.0001918159,0.000427133,0.000315863,0.0003735512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005288571,"about_ca_system_score_gemma":0.008066771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6586933,"about_ca_topic_score_gemma":0.829227,"domain_scores_codex":[0.9992979,0.00009660055,0.00003239249,0.0001171397,0.0003483759,0.0001076557],"domain_scores_gemma":[0.9989977,0.00005267491,0.0001703082,0.00002407442,0.0005578674,0.0001974229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001315689,0.0001941533,0.9437827,0.0002191384,0.00008297274,0.000228794,0.0003207881,0.0002524874,0.003553748,0.00004450798,0.003636518,0.04636863],"study_design_scores_gemma":[0.00008821793,0.0005105144,0.9936562,0.00006694283,0.00007189975,0.0007227657,0.0003772824,0.0008218022,0.001031077,0.00001774162,0.002618577,0.00001709002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837158,0.002627859,0.0005615655,0.0005050994,0.00004433505,0.0003644653,0.003298783,0.00008045056,0.008801684],"genre_scores_gemma":[0.9917433,0.0009714996,0.002426176,0.0002191015,0.0000221779,0.00009557732,0.002434934,0.00001116148,0.002076169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3413067,"threshold_uncertainty_score":0.6866335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2130541169043215,"score_gpt":0.3946029171100207,"score_spread":0.1815488002056991,"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."}}