{"id":"W2007849333","doi":"10.1097/aog.0b013e3181996ffa","title":"Five-Year Experience of Human Papillomavirus DNA and Papanicolaou Test Cotesting","year":2009,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"National Institutes of Health","keywords":"Medicine; Papanicolaou stain; Papanicolaou Test; Human papillomavirus; Gynecology; Cervical cancer; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001432889,0.000249823,0.0002704753,0.0007619238,0.0005375008,0.0004432406,0.0003787618,0.000464173,0.001338003],"category_scores_gemma":[0.006478444,0.0002182908,0.0004405145,0.0004364138,0.0003203111,0.0004903738,0.0006513082,0.000483297,0.0002050896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007456263,"about_ca_system_score_gemma":0.0006044388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01646194,"about_ca_topic_score_gemma":0.0171337,"domain_scores_codex":[0.9988262,0.0002826141,0.00009840274,0.0001440775,0.00031956,0.0003291802],"domain_scores_gemma":[0.9957885,0.000638932,0.002069916,0.0001361899,0.0005348333,0.0008317129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003268043,0.00003873701,0.9978815,0.000004315752,0.00001394361,0.0001826037,0.0001363524,0.00003657686,0.00006030883,0.000005273986,0.00006322175,0.001544509],"study_design_scores_gemma":[0.000002226779,0.0004149334,0.9970405,0.000008507434,0.00001909108,0.001371542,0.0004674128,0.0002258084,0.0001009127,0.000007133449,0.0003377484,0.000004165867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991491,0.0002134624,0.00005949406,0.00003978295,0.000007517208,0.000009176521,0.00006020719,0.000003756492,0.0004574832],"genre_scores_gemma":[0.9994999,0.00008436271,0.00005979725,0.00003052014,0.000007206128,0.000003159259,0.0001151078,8.342352e-7,0.0001990964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01646194,"threshold_uncertainty_score":0.03273225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115710024177554,"score_gpt":0.3311415194257625,"score_spread":0.2999844191839869,"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."}}