{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003424673,0.0003603885,0.0002573676,0.001077356,0.0004384905,0.0005176471,0.0003554244,0.0003737358,0.00116614],"category_scores_gemma":[0.001248271,0.000340769,0.000333533,0.001193447,0.0004437154,0.0005118757,0.0004883859,0.0002514072,0.0001816733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006671873,"about_ca_system_score_gemma":0.0003266412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684364,"about_ca_topic_score_gemma":0.02156426,"domain_scores_codex":[0.9997899,0.00005030712,0.00002577594,0.00004914784,0.00003002864,0.0000549208],"domain_scores_gemma":[0.9996225,0.00004788891,0.0001544872,0.00003118557,0.00004390872,0.0001001139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000553069,0.00001451442,0.9980311,0.0000119647,0.0000210119,0.0001042036,0.0003311222,0.00001479054,0.0004138528,0.000006465282,0.00002293431,0.0009727523],"study_design_scores_gemma":[0.00000134492,0.00003828814,0.9994516,0.00000309886,0.000007136883,0.0001102062,0.0002927636,0.00002596042,0.00002338501,0.000004021805,0.00004077547,0.000001597233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994406,0.0002973602,0.0000164798,0.00002269013,0.000002268936,0.000006366278,0.00008139927,9.147158e-7,0.0001318988],"genre_scores_gemma":[0.9996166,0.0001546005,0.00003181369,0.0000145306,0.000004722139,0.000006412348,0.00008533196,4.884609e-7,0.00008547351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02684364,"threshold_uncertainty_score":0.05337477,"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."}}