{"id":"W2007433579","doi":"10.1097/01.olq.0000179892.78342.79","title":"Human Papillomavirus Vaccines: What Does the Future Hold for Preventing Cervical Cancer in Resource-Poor Settings Through Immunization Programs?","year":2005,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Vaccination; Incidence (geometry); Context (archaeology); Cancer; HPV vaccines; Disease; Developing country; Cervical screening; HPV infection; Gynecology; Oncology; Immunology; Internal medicine; Economic growth","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":[0.0002518183,0.000296948,0.0004148862,0.00009790579,0.0003549714,0.0002201088,0.0003301508,0.0001604308,0.001140316],"category_scores_gemma":[0.00004863465,0.00017881,0.0002115576,0.0005869707,0.0001085193,0.0005084435,0.00004104377,0.0004069336,0.000004584951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138234,"about_ca_system_score_gemma":0.0001884199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245104,"about_ca_topic_score_gemma":0.002116218,"domain_scores_codex":[0.9976009,0.0001390828,0.0005220941,0.0005299561,0.0005576553,0.0006503198],"domain_scores_gemma":[0.9988998,0.0001523087,0.00009188829,0.0004220938,0.000230552,0.0002033734],"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":[0.001530294,0.00132612,0.02437332,0.001716961,0.0002135089,0.00001536574,0.003858936,0.00009662178,0.0009638671,0.0003401481,0.001964618,0.9636002],"study_design_scores_gemma":[0.01340249,0.0008889496,0.5616308,0.0009841538,0.000939152,0.00001063747,0.02550338,0.001864039,0.001306046,0.001376678,0.391239,0.0008546747],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837982,0.06108901,0.0002767256,0.09269281,0.0003125618,0.006099222,0.0002272546,0.0004292255,0.0008911834],"genre_scores_gemma":[0.987097,0.001174972,0.0001940744,0.007056708,0.00221119,0.001006916,0.0004184914,0.00008872455,0.0007518786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9627455,"threshold_uncertainty_score":0.9997728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821780908422167,"score_gpt":0.3309967811204235,"score_spread":0.3127789720362019,"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."}}