{"id":"W4395464089","doi":"10.1186/s12905-024-03078-z","title":"Prevalence of high-risk human papillomavirus infection among women with diabetes mellitus in Accra, Ghana","year":2024,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Cervical cancer; Population; Internal medicine; Outpatient clinic; Logistic regression; HPV infection; Retrospective cohort study; Obstetrics; Gynecology; Cancer; Endocrinology","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":[0.0003973351,0.000175394,0.000224499,0.0007937129,0.0003903044,0.0004585662,0.000273263,0.0003050687,0.001439525],"category_scores_gemma":[0.001221099,0.0002576325,0.0001594371,0.001257859,0.0002976158,0.0003939678,0.0003473031,0.0003328625,0.0001672927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000610794,"about_ca_system_score_gemma":0.0004395282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084697,"about_ca_topic_score_gemma":0.01942065,"domain_scores_codex":[0.9997781,0.00006653018,0.0000273919,0.00003446103,0.0000416259,0.00005195492],"domain_scores_gemma":[0.9994513,0.0000803509,0.0003064127,0.00001696097,0.00004100229,0.0001039011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002155284,0.00001579466,0.99896,0.00001045543,0.000006765152,0.0001205069,0.0001655325,0.000006204182,0.00008012825,0.000005053652,0.000040675,0.0005672667],"study_design_scores_gemma":[0.000006374408,0.00004488668,0.9981748,0.00001859117,0.000008370128,0.0004731534,0.001033895,0.00003144975,0.00002184012,0.00000913624,0.000176029,0.000001572838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990755,0.0003567761,0.00001563965,0.00008272876,0.00000288207,0.00001010171,0.0002067544,0.000001460907,0.000248256],"genre_scores_gemma":[0.9993629,0.0003443873,0.00004541698,0.00003551721,0.000004555277,0.00001178829,0.0001064287,5.422636e-7,0.00008856608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084697,"threshold_uncertainty_score":0.04145122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311029357596479,"score_gpt":0.331571421453501,"score_spread":0.3084611278775363,"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."}}