{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00227927,0.0002216607,0.0006308896,0.0005896816,0.0002213112,0.00004268047,0.0002803056,0.0001270108,0.00112875],"category_scores_gemma":[0.005226383,0.0001872163,0.00005749394,0.001042966,0.0003456571,0.00007108087,0.0001592627,0.0007677178,0.00002620157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002839758,"about_ca_system_score_gemma":0.00435639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03272136,"about_ca_topic_score_gemma":0.0101457,"domain_scores_codex":[0.9964079,0.0002072422,0.0004325449,0.0006497994,0.00110488,0.001197696],"domain_scores_gemma":[0.9951314,0.001362257,0.00004542273,0.0003263817,0.001035106,0.002099439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1013863,0.0006629265,0.0219855,0.0129477,0.0004520979,0.001582193,0.04234182,0.0001025945,0.3211014,0.0006200951,0.09616587,0.4006515],"study_design_scores_gemma":[0.07886171,0.06902919,0.07185628,0.001506607,0.0003025335,0.0002730057,0.01315816,0.04200291,0.06771913,0.000434962,0.6522286,0.002626911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684344,0.0016168,0.0002827056,0.01047333,0.0001055404,0.004202296,0.0002294723,0.00009542834,0.01456005],"genre_scores_gemma":[0.9948182,0.00004960046,0.001356789,0.001417127,0.0004035036,0.0004175609,0.00002361911,0.00006361211,0.001449969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5560627,"threshold_uncertainty_score":0.9997844,"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."}}