{"id":"W2295188178","doi":"10.3747/co.23.2991","title":"Using the Cancer Risk Management Model to Evaluate the Health and Economic Impacts of Cytology Compared with Human Papillomavirus DNA Testing for Primary Cervical Cancer Screening in Canada","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Statistics Canada; University of Ottawa; Canadian Partnership Against Cancer; Memorial University of Newfoundland","funders":"Health Canada","keywords":"Medicine; Cytology; Cervical cancer; Gynecology; Obstetrics; Incidence (geometry); Cancer; Pap test; Papillomaviridae; Dna testing; Cancer screening; Oncology; Cervical cancer screening; Internal medicine; Pathology; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003306538,0.001886978,0.001496493,0.001799647,0.001388808,0.002243297,0.00283999,0.001713203,0.005036572],"category_scores_gemma":[0.008920767,0.0008747577,0.002355547,0.002194766,0.001201176,0.0008842406,0.001225767,0.001645562,0.0002003916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06147618,"about_ca_system_score_gemma":0.03661231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9542018,"about_ca_topic_score_gemma":0.8687325,"domain_scores_codex":[0.9981937,0.0006788207,0.00005025516,0.0002046539,0.0002197686,0.0006528771],"domain_scores_gemma":[0.9956335,0.002671625,0.0003097217,0.00008650798,0.0009027415,0.0003958394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005154801,0.0001067501,0.009665635,0.00008105453,0.0001887618,0.0001015614,0.00002158724,0.9836639,0.00009902712,0.002217928,0.0008605078,0.00247785],"study_design_scores_gemma":[0.0004486174,0.0002634823,0.006343762,0.00003927618,0.0002695905,0.00004100167,0.00009272433,0.9899793,0.000114832,0.00158137,0.0007874491,0.00003865605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440582,0.002265299,0.0163745,0.003236771,0.0001232238,0.001118177,0.009361533,0.0002055337,0.02325676],"genre_scores_gemma":[0.9901625,0.0006575701,0.004157331,0.0001738087,0.00001319118,0.0001835688,0.001528527,0.00001443904,0.003109072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06147618,"threshold_uncertainty_score":0.446043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3010279795226804,"score_gpt":0.4930304380415786,"score_spread":0.1920024585188982,"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."}}