{"id":"W4377233646","doi":"10.1158/1940-6207.capr-23-0051","title":"Polymorphisms in the Nonhomologous End-joining DNA Repair Pathway are Associated with HPV Integration in Cervical Dysplasia","year":2023,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency","funders":"National Cancer Institute; National Institutes of Health; Cancer Prevention and Research Institute of Texas","keywords":"Squamous intraepithelial lesion; Single-nucleotide polymorphism; Dysplasia; Biology; Cervical cancer; SNP; DNA repair; Genotyping; Cancer; Oncology; Genotype; Gene; Genetics; Cancer research; Medicine; Cervical intraepithelial neoplasia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007065958,0.0002304623,0.000243914,0.0007910579,0.0002634233,0.0003514569,0.0002441813,0.0003863388,0.001691888],"category_scores_gemma":[0.002363535,0.0002412926,0.0003765144,0.0007218634,0.0002421573,0.0001640161,0.0003069587,0.0002977032,0.0001751601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716925,"about_ca_system_score_gemma":0.0001855645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100258,"about_ca_topic_score_gemma":0.002291152,"domain_scores_codex":[0.9996011,0.0001546648,0.00005394788,0.00007353603,0.0000696182,0.00004712486],"domain_scores_gemma":[0.9987606,0.000385572,0.0005143883,0.00009326478,0.0000853059,0.0001610277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005529448,0.00004569567,0.9950005,0.0000210944,0.00009094883,0.0000809689,0.00004301981,0.0000627795,0.001985907,0.0000220981,0.00002575947,0.002068255],"study_design_scores_gemma":[0.000009675541,0.0001174429,0.9989692,0.00000672553,0.00004270372,0.0002731489,0.00002896464,0.0002084595,0.0002328594,0.00002929782,0.0000793182,0.000002320438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991648,0.0004442157,0.0001044485,0.0000166045,0.000001655477,0.000004996514,0.00005563809,0.000003358284,0.0002043266],"genre_scores_gemma":[0.9996512,0.00009099582,0.00008221038,0.000004793385,0.000002201163,0.000002686323,0.00005063932,0.000001269813,0.000114017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002100258,"threshold_uncertainty_score":0.005659878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086509345934514,"score_gpt":0.4105488232555924,"score_spread":0.301897888662141,"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."}}