{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001924077,0.0002898147,0.000378876,0.0004905884,0.001007647,0.0005603704,0.0004936664,0.0005191269,0.0007411283],"category_scores_gemma":[0.003162123,0.0006444102,0.0004070711,0.0008056409,0.0003750315,0.0003755877,0.0004269777,0.0005006603,0.0001530243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00062037,"about_ca_system_score_gemma":0.0006119889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02889948,"about_ca_topic_score_gemma":0.05121833,"domain_scores_codex":[0.9989015,0.0004140876,0.000109849,0.0002636638,0.0001883343,0.0001225509],"domain_scores_gemma":[0.998899,0.0002211941,0.0003989769,0.0001243577,0.0002127997,0.0001435903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006466966,0.0001146605,0.9986761,0.00001385043,0.00005379361,0.00007683469,0.0002708794,0.00001013189,0.0001949574,0.000009762596,0.000097567,0.0004166727],"study_design_scores_gemma":[0.00001676543,0.0001074093,0.9988871,0.00001434673,0.00004968716,0.0001682,0.000440186,0.00008917254,0.00003271423,0.000007290175,0.0001837441,0.000003365962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991022,0.0001367739,0.00008336036,0.00003342216,0.000004935427,0.00005725379,0.0004021686,0.000001382653,0.0001785391],"genre_scores_gemma":[0.998682,0.0001302176,0.0003115202,0.00003991256,0.000005612811,0.0000827334,0.0005940546,0.000001682153,0.0001523223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02889948,"threshold_uncertainty_score":0.05746257,"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."}}