{"id":"W2579373038","doi":"10.1158/1055-9965.epi-16-0705","title":"Comparison of Triage Strategies for HPV-Positive Women: Canadian Cervical Cancer Screening Trial Results","year":2017,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Memorial University of Newfoundland; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Colposcopy; Medicine; Triage; Squamous intraepithelial lesion; Referral; Cytology; Cervical intraepithelial neoplasia; Cervical cancer; Obstetrics; Gynecology; Confidence interval; Cancer; Internal medicine; Oncology; Emergency medicine; Pathology; Family medicine","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":[0.003100849,0.001282321,0.002067714,0.0005762939,0.001042897,0.001004476,0.001496553,0.00162501,0.005432609],"category_scores_gemma":[0.009402849,0.0003754083,0.002587459,0.00148199,0.0006033111,0.0006480517,0.0005802219,0.001756598,0.0003331558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01856969,"about_ca_system_score_gemma":0.03621937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7982087,"about_ca_topic_score_gemma":0.8627872,"domain_scores_codex":[0.9975775,0.0008833057,0.000176299,0.0003817338,0.0006164195,0.0003648836],"domain_scores_gemma":[0.9968827,0.0006529375,0.0005129322,0.0001420051,0.0007530841,0.001056458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7256165,0.00540226,0.0594332,0.004522415,0.01027674,0.0001855676,0.0005022319,0.00720213,0.001192627,0.001117311,0.02931608,0.1552329],"study_design_scores_gemma":[0.4784929,0.06288752,0.3890863,0.002153885,0.02736232,0.00028313,0.0009329939,0.02175383,0.0008601116,0.00183817,0.01395538,0.0003935109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364778,0.02886918,0.0008824185,0.005418077,0.000699666,0.003730074,0.008873714,0.0001533996,0.01489563],"genre_scores_gemma":[0.9816546,0.006232336,0.001433615,0.001346228,0.0001491623,0.001117467,0.00571078,0.00003132996,0.002324278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7982087,"threshold_uncertainty_score":0.4059594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.242159935290033,"score_gpt":0.5226314870018435,"score_spread":0.2804715517118105,"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."}}