{"id":"W2900141319","doi":"10.1186/s12889-018-6054-9","title":"Predictors of cervical cancer screening among Kenyan women: results of a nested case-control study in a nationally representative survey","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; African Population and Health Research Center; International Development Research Centre; AstraZeneca","keywords":"Medicine; Cervical cancer; Public health; Biostatistics; Cancer screening; Logistic regression; Cancer; Population; Demography; Environmental health; Gerontology; Gynecology; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.007499327,0.000144292,0.0006834694,0.0005045839,0.00007812832,0.00001789968,0.0001708172,0.00008913978,0.000747861],"category_scores_gemma":[0.003876031,0.0001218861,0.00005838035,0.001566132,0.0002838908,0.0001470725,0.00009273939,0.0003360606,0.000001409332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005454295,"about_ca_system_score_gemma":0.003417489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09000832,"about_ca_topic_score_gemma":0.2083607,"domain_scores_codex":[0.99535,0.001515792,0.001075987,0.0004508484,0.0009880363,0.0006193193],"domain_scores_gemma":[0.9961262,0.001130719,0.0003257324,0.0004086813,0.001424634,0.0005840416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003278821,0.0008109633,0.9794239,0.0002134613,0.0001233375,0.00003811455,0.01053736,0.00001013527,0.000003584942,0.00001394161,0.0004219292,0.005124468],"study_design_scores_gemma":[0.0108682,0.002368742,0.9804109,0.00004309087,0.000008763191,0.00001375256,0.004277098,0.00185037,0.000007241433,0.000005523964,0.00006839573,0.00007790009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948493,0.00009278362,0.0003011394,0.001394552,0.00007975886,0.001725289,0.0005613109,0.00002502784,0.0009708745],"genre_scores_gemma":[0.9990157,0.00001158894,0.0001068358,0.0002500369,0.0002210205,0.0001861976,0.00004354845,0.00002077515,0.0001442184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183523,"threshold_uncertainty_score":0.9160514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125902683763087,"score_gpt":0.4230297291765891,"score_spread":0.3104394608002804,"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."}}