{"id":"W2124215598","doi":"10.1086/324579","title":"Cervical Coinfection with Human Papillomavirus (HPV) Types as a Predictor of Acquisition and Persistence of HPV Infection","year":2001,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; McGill University","keywords":"Coinfection; HPV infection; Human papillomavirus; Vaccination; Persistence (discontinuity); Immunology; Medicine; Cohort; Virology; Papillomaviridae; Cervical cancer; Biology; Virus; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002650909,0.0001093402,0.0003199152,0.0001859378,0.0001171233,0.00001288466,0.00005302894,0.00005426294,0.001575005],"category_scores_gemma":[0.0001250809,0.00006563935,0.000120652,0.0003087999,0.0002799586,0.0001471705,0.000028934,0.000205376,0.000002390685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009380023,"about_ca_system_score_gemma":0.0001427565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005336588,"about_ca_topic_score_gemma":0.0001234184,"domain_scores_codex":[0.9988581,0.0001208946,0.0003320242,0.00008875342,0.0004631415,0.0001370807],"domain_scores_gemma":[0.9986058,0.0001381989,0.0002870629,0.0001424244,0.0006579868,0.000168481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005085407,0.0008690234,0.9700334,0.0004993303,0.0003597478,0.00002967354,0.0004642259,0.0001323453,0.004115853,0.0001417806,0.0001219953,0.01814721],"study_design_scores_gemma":[0.00249828,0.005892024,0.986918,0.00009345823,0.0007123531,0.001093973,0.0001388843,0.00004670989,0.001828472,0.0006006905,0.0001106495,0.00006645473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918545,0.001220395,0.000141706,0.0001309484,0.00005562779,0.0001998447,0.000007136037,0.00001721265,0.006372593],"genre_scores_gemma":[0.9979845,0.001647551,0.00000511796,0.00007392925,0.0002232723,0.000003637434,0.000003057253,0.00001245044,0.00004651152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808075,"threshold_uncertainty_score":0.9993377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843906607719265,"score_gpt":0.3001683618146045,"score_spread":0.2817292957374119,"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."}}