{"id":"W2565408743","doi":"","title":"Planning cervical cancer screening in the era of HPV vaccines.","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology and Prevention Biomarkers","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; HPV vaccines; Cancer; Virology; Family medicine; HPV infection; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001899647,0.0001229227,0.0004242602,0.00009587419,0.00007785994,0.000004010414,0.0001038035,0.000163066,0.002478727],"category_scores_gemma":[0.0001575988,0.00008347851,0.0001140319,0.0002879102,0.0001797072,0.00005205272,0.00003910362,0.0003804951,0.000001306053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978469,"about_ca_system_score_gemma":0.00009962059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004191171,"about_ca_topic_score_gemma":0.0009222168,"domain_scores_codex":[0.9982925,0.0004805548,0.0004919459,0.0002801933,0.0001255875,0.0003291857],"domain_scores_gemma":[0.9988557,0.00070973,0.0001300235,0.0001642016,0.00006981751,0.00007049529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008237562,0.00003904875,0.8118485,0.0002138906,0.00008617781,0.000006967753,0.00008132377,0.0001061746,0.00006947249,0.0004361413,0.00652807,0.1797605],"study_design_scores_gemma":[0.001480689,0.00009903877,0.988624,0.0001215532,0.00006777799,0.00001112501,0.0001181108,0.000666659,0.00007217054,0.003709243,0.00494685,0.00008277676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7413462,0.1732817,0.005310993,0.06042197,0.0005334071,0.001500802,0.00006086229,0.00005964483,0.01748432],"genre_scores_gemma":[0.9959655,0.001449695,0.0005163519,0.001367519,0.0002795775,0.000153299,0.00004080637,0.000009857868,0.0002174015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546192,"threshold_uncertainty_score":0.9984331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09056073445915706,"score_gpt":0.4295684270637464,"score_spread":0.3390076926045893,"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."}}