{"id":"W2137685638","doi":"10.1002/cncr.23753","title":"Toward using National Cancer Surveillance data for preventing and controlling cervical and other human papillomavirus-associated cancers in the US","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; Centers for Disease Control and Prevention","keywords":"Medicine; Anal cancer; Cervical cancer; HPV vaccines; Cancer; Cervix; Population; Oncology; HPV infection; Gynecology; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03592093,0.001070659,0.001311705,0.009586032,0.0008650656,0.003757371,0.002971712,0.001986977,0.009648449],"category_scores_gemma":[0.1027766,0.0007718733,0.001697835,0.01446531,0.0003476115,0.003370821,0.002874523,0.003144208,0.005052713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002875807,"about_ca_system_score_gemma":0.01129196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08494416,"about_ca_topic_score_gemma":0.06404184,"domain_scores_codex":[0.9776623,0.009178726,0.004579185,0.001393076,0.006655451,0.0005311811],"domain_scores_gemma":[0.8962448,0.01899769,0.00983771,0.008459114,0.06317037,0.003290321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001311783,0.0001477734,0.07739571,0.002261949,0.0004228223,0.00003496789,0.000249164,0.0006495448,0.0002028324,0.002722408,0.7546061,0.1611757],"study_design_scores_gemma":[0.0002101282,0.0002257636,0.1162757,0.009972741,0.0008186047,0.0001543042,0.0009905782,0.003544778,0.0008394539,0.003958581,0.8628788,0.0001305937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02294534,0.04805117,0.02571014,0.1314806,0.02081712,0.004750163,0.6608675,0.002705875,0.08267225],"genre_scores_gemma":[0.1218503,0.06469462,0.120781,0.05368509,0.006987025,0.006723677,0.611684,0.0008782903,0.012716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08494416,"threshold_uncertainty_score":0.1899703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2613485549838039,"score_gpt":0.4438890074587374,"score_spread":0.1825404524749334,"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."}}