{"id":"W4412125650","doi":"10.1200/oa-24-00101","title":"Increasing Cervical Cancer Rates Among Women Age 35-54 Years in Canada: Age-Specific Cervical Cancer Incidence Trends in Canada, 1992-2022","year":2025,"lang":"en","type":"article","venue":"JCO oncology advances.","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cervical cancer; Incidence (geometry); Medicine; Cancer; Demography; Gynecology; Obstetrics; Internal medicine; Sociology","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":[0.0005950332,0.0003798598,0.000431561,0.002695993,0.001488682,0.001146185,0.0009909543,0.0004967218,0.001878878],"category_scores_gemma":[0.001957672,0.0002885151,0.0008691798,0.005789807,0.0004245992,0.0005761975,0.0006469573,0.0009189209,0.0003220206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03002932,"about_ca_system_score_gemma":0.03599758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946849,"about_ca_topic_score_gemma":0.9962607,"domain_scores_codex":[0.9991108,0.0000315185,0.00006032431,0.000128332,0.0004242613,0.0002449025],"domain_scores_gemma":[0.9975312,0.00005160584,0.0004066687,0.0000409037,0.001612038,0.0003575602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005707737,0.00002205335,0.9862623,0.0001521565,0.0001183781,0.00006827743,0.0003220414,0.0002838817,0.0001786002,0.0001304034,0.004751214,0.007653605],"study_design_scores_gemma":[0.000004730919,0.00001041925,0.9963768,0.00005694584,0.00004559983,0.00006085636,0.0003450751,0.0003399365,0.0000572321,0.00001941178,0.002675856,0.000007095562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87117,0.01575684,0.0008179736,0.003632986,0.0001335759,0.0001929548,0.09713375,0.0001933446,0.01096846],"genre_scores_gemma":[0.9742655,0.004587109,0.0007903626,0.0004669708,0.0000335433,0.00006283614,0.01714394,0.00002045738,0.002629164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03002932,"threshold_uncertainty_score":0.2178791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174837033979816,"score_gpt":0.3534825914594957,"score_spread":0.3317342211196976,"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."}}