{"id":"W4361947947","doi":"10.1158/1055-9965.c.6515377.v1","title":"Data from Sociodemographic Inequalities in Sexual Activity and Cervical Cancer Screening: Implications for the Success of Human Papillomavirus Vaccination","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Demography; Socioeconomic status; Human papillomavirus; Population; Gynecology; Ethnic group; Cancer; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003058616,0.0002261653,0.0003522782,0.00193586,0.000819704,0.000689196,0.0007520721,0.0003465797,0.004176986],"category_scores_gemma":[0.01457387,0.0001995917,0.0008179776,0.003184893,0.0004248374,0.0003387188,0.0008321881,0.0007925244,0.0002531549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003082984,"about_ca_system_score_gemma":0.005845478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8739069,"about_ca_topic_score_gemma":0.8545028,"domain_scores_codex":[0.9976368,0.0006817967,0.0001927561,0.0002106738,0.000646006,0.0006318855],"domain_scores_gemma":[0.9934714,0.002404219,0.001257794,0.0003542839,0.001386566,0.001125857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009243427,0.00002354732,0.9944966,0.00004715335,0.00009217179,0.00003043758,0.0001920869,0.0002765376,0.00003762822,0.0002406807,0.001318245,0.003152418],"study_design_scores_gemma":[0.000005802568,0.00001215791,0.9983677,0.00002495048,0.00003346387,0.00001315185,0.0002260713,0.0003665338,0.00002590442,0.00005917603,0.000861051,0.000003861099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9399858,0.001317916,0.0008771608,0.002137484,0.00005610502,0.0001396283,0.04701748,0.00001938411,0.008448934],"genre_scores_gemma":[0.9885083,0.0003161483,0.0003870797,0.000223008,0.00001456382,0.0000818724,0.009722986,0.000008230229,0.0007377931],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8739069,"threshold_uncertainty_score":0.2536713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3968808788673042,"score_gpt":0.4963590518686039,"score_spread":0.09947817300129963,"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."}}