{"id":"W4402377278","doi":"10.3390/diagnostics14171986","title":"Human Papillomavirus Genotypes Distribution in High-Grade Cervical Lesions and Invasive Cervical Carcinoma in Women Living in Mauritania: Implications for Cervical Cancer Prevention and HPV Prophylactic Vaccination","year":2024,"lang":"en","type":"article","venue":"Diagnostics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cervical cancer; Genotype; Genotyping; Cervical intraepithelial neoplasia; HPV vaccines; HPV infection; Gynecology; Vaccination; Multiplex polymerase chain reaction; Oncology; Human papillomavirus; Internal medicine; Cancer; Virology; Polymerase chain reaction; Biology; Gene","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":[0.0003499834,0.0001835836,0.0003531124,0.0002901094,0.0001019086,0.00008359849,0.00008109373,0.0002169341,0.0002667282],"category_scores_gemma":[0.0007839034,0.0001758946,0.00004180001,0.0006221012,0.00005947474,0.0001555378,0.0001277762,0.0004696885,0.000002868749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009469021,"about_ca_system_score_gemma":0.0002689295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451221,"about_ca_topic_score_gemma":0.01219528,"domain_scores_codex":[0.9982855,0.0001086219,0.0004393283,0.000501817,0.0002090789,0.0004556288],"domain_scores_gemma":[0.9982989,0.00116564,0.00003894357,0.0001699912,0.0001211717,0.0002052983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002042782,0.0008081481,0.8974631,0.002847407,0.00002812196,0.00007031708,0.00161355,0.00002976419,0.0006255853,0.008986441,0.0001489954,0.0871743],"study_design_scores_gemma":[0.001500727,0.0004057675,0.9851373,0.0002546257,0.00005603021,0.0000105631,0.0002327193,0.001182465,0.0001191385,0.01079616,0.0001317216,0.0001727908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988185,0.005283563,0.0001656689,0.004621834,0.00006771791,0.001390462,0.0001804923,0.00003450896,0.00007071862],"genre_scores_gemma":[0.995633,0.002437387,0.0000755281,0.0001275521,0.0001664017,0.00132839,0.0001713559,0.00003126457,0.00002913639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08767421,"threshold_uncertainty_score":0.7172773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278818789817772,"score_gpt":0.3515823717167088,"score_spread":0.318794183818531,"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."}}