{"id":"W2111520654","doi":"10.1158/1055-9965.epi-05-0465","title":"Prevalence and Clustering Patterns of Human Papillomavirus Genotypes in Multiple Infections","year":2005,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute","keywords":"Clade; Genotype; Biology; Phylogenetic tree; Odds ratio; Confidence interval; Virology; Genetics; Internal medicine; Gene; 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":[0.0009648461,0.0001168296,0.0003719766,0.0001788928,0.00006672799,0.000002629884,0.00006331508,0.00014247,0.0009231643],"category_scores_gemma":[0.0002953042,0.0001082395,0.00009127623,0.0001265111,0.0001514207,0.00009031234,0.00007807429,0.0001900214,0.000004187232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804496,"about_ca_system_score_gemma":0.00005639451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666456,"about_ca_topic_score_gemma":0.008351809,"domain_scores_codex":[0.9985318,0.0002809671,0.0004963609,0.0003195986,0.00008401984,0.0002872057],"domain_scores_gemma":[0.9992169,0.0002870177,0.0001309915,0.0001899164,0.00006758191,0.0001075829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195483,0.00009936377,0.8942897,0.0004738982,0.00007551962,0.000001242161,0.00007170301,0.00003049958,0.003048877,0.00004724992,0.0000824196,0.1015841],"study_design_scores_gemma":[0.001489614,0.0002731745,0.994871,0.0002423859,0.00006140688,0.000007124288,0.00002273478,0.001255595,0.000733164,0.0004326333,0.0005198759,0.00009134321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856567,0.01085611,0.001190829,0.001190003,0.00009603702,0.0005056946,0.00001452656,0.00002743801,0.000462688],"genre_scores_gemma":[0.9946627,0.004087826,0.0004337131,0.0001764414,0.0001349099,0.0001356492,0.00001918946,0.00001226058,0.0003373128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014927,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09467295348817009,"score_gpt":0.4209038828472169,"score_spread":0.3262309293590469,"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."}}