{"id":"W2321008510","doi":"10.1097/cej.0000000000000236","title":"Performance indicators in a newly established organized cervical screening programme: registry-based analysis in the Czech Republic","year":2016,"lang":"en","type":"article","venue":"European Journal of Cancer Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Public Health Agency of Canada","keywords":"Medicine; Cervical cancer; Cancer registry; Cervical intraepithelial neoplasia; Incidence (geometry); Czech; Cervical screening; Squamous intraepithelial lesion; Gynecology; Population; Cancer; Demography; Obstetrics; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004519049,0.0001327525,0.0003796043,0.001255493,0.00005000228,0.0000750261,0.0003898913,0.00004196729,0.001548617],"category_scores_gemma":[0.0004355479,0.00007386443,0.0002395593,0.00391425,0.00008142981,0.0002615696,0.00004479548,0.0005335226,0.000004964189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558289,"about_ca_system_score_gemma":0.0004402781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005634627,"about_ca_topic_score_gemma":0.0002938588,"domain_scores_codex":[0.9969524,0.0008806159,0.0007730012,0.0002242156,0.0008175476,0.0003522776],"domain_scores_gemma":[0.9987102,0.0001018076,0.0004154213,0.0003242716,0.0002743836,0.0001739346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001123544,0.000189434,0.4717052,0.00006774776,0.0001238299,0.0001286342,0.0001930419,0.00005674421,0.000207056,0.000008440986,0.0001920727,0.5260042],"study_design_scores_gemma":[0.006841725,0.0005710878,0.9849928,0.0003303271,0.0002493885,0.00002387554,0.0001269827,0.0003282178,0.0002606915,0.00001260149,0.006167292,0.0000949872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835497,0.0005333594,0.004920177,0.006995056,0.00006920407,0.0003542068,0.000002553203,0.00001505493,0.003560736],"genre_scores_gemma":[0.9981456,0.0002472108,0.0007744044,0.0002386467,0.0002500748,0.00001162388,0.000006041168,0.00002357981,0.0003027635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5259092,"threshold_uncertainty_score":0.9993641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217587716375562,"score_gpt":0.3282461277981261,"score_spread":0.2960702506343705,"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."}}