{"id":"W2332119629","doi":"10.1097/olq.0b013e318224a63f","title":"Accepting the Universal Truths of Cervical Human Papillomavirus Epidemiology in Pursuit of the Remaining Mysteries","year":2011,"lang":"en","type":"letter","venue":"Sexually Transmitted Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Human papillomavirus; Epidemiology; Virology; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006727377,0.000385337,0.001303244,0.0002378957,0.0001369263,0.00001278278,0.001185498,0.000594417,0.002806766],"category_scores_gemma":[0.0005256853,0.0002228935,0.0004968164,0.000514385,0.001323192,0.00006340362,0.000170098,0.001922429,0.000004028902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001504,"about_ca_system_score_gemma":0.0005301943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012314,"about_ca_topic_score_gemma":0.0002522006,"domain_scores_codex":[0.9958569,0.001072903,0.001044982,0.0005403782,0.0007890279,0.0006957647],"domain_scores_gemma":[0.996509,0.001764034,0.0003668785,0.0009919944,0.000228078,0.0001400157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007404782,0.001608334,0.6816312,0.02014556,0.002486737,0.001141323,0.01265722,0.00003558505,0.003113076,0.003596239,0.1802998,0.08588011],"study_design_scores_gemma":[0.002812514,0.0007624203,0.9598965,0.0006171105,0.0009088629,0.00001750978,0.001397247,0.00002614487,0.0002128221,0.002096894,0.03088121,0.0003707421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4061539,0.01498584,0.0002114369,0.5296775,0.001060733,0.005160344,0.001917588,0.0002448129,0.04058781],"genre_scores_gemma":[0.9140352,0.0001412974,0.00003901555,0.0840375,0.0008968523,0.00005558757,0.0002090199,0.00007885154,0.0005066905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5078812,"threshold_uncertainty_score":0.9981048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07926611995894484,"score_gpt":0.3446104011837861,"score_spread":0.2653442812248412,"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."}}