{"id":"W1974414567","doi":"10.3934/dcdsb.2009.12.279","title":"The impact of vaccination and coinfection on HPV and cervical cancer","year":2009,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - B","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Coinfection; Vaccination; Strain (injury); Cervical cancer; Cancer; Human papillomavirus; Virology; Biology; Medicine; Virus; 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":[],"consensus_categories":[],"category_scores_codex":[0.000117293,0.0001019177,0.0001716172,0.000007593448,0.0003076509,0.00007412902,0.00003497462,0.00006137555,0.000008203515],"category_scores_gemma":[0.00002811922,0.00003194313,0.00004293353,0.00008493885,0.00005923122,0.00005408952,0.00002507064,0.00007279907,4.268815e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255597,"about_ca_system_score_gemma":0.000001886192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524921,"about_ca_topic_score_gemma":0.0009011311,"domain_scores_codex":[0.9994047,0.00006105637,0.0001529971,0.0001625886,0.00008268448,0.0001359744],"domain_scores_gemma":[0.999656,0.0001493388,0.00007308488,0.00002708948,0.00004436166,0.0000501882],"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":[0.0002866918,0.0001110192,0.3256932,0.00002678348,0.0001234262,0.000001774851,0.0002019935,0.00002513264,0.02370449,0.01907196,0.0002589295,0.6304945],"study_design_scores_gemma":[0.0001210107,0.00100042,0.9947996,0.00002002124,0.00001507424,0.000008827627,0.000184875,0.003152642,0.00001993481,0.0003458599,0.000250121,0.00008159739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969208,0.001186238,0.00001050904,0.0003980797,0.00004352944,0.000193529,0.00002560967,0.00002277418,0.001198891],"genre_scores_gemma":[0.9992569,0.0005328203,8.505365e-7,0.00001736313,0.00007536594,0.00001302969,0.000003936899,6.134184e-7,0.00009908983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6691064,"threshold_uncertainty_score":0.532865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008657963913566057,"score_gpt":0.2569357801230596,"score_spread":0.2482778162094936,"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."}}