{"id":"W4412537962","doi":"10.1371/journal.pgph.0003918","title":"Assessing differences in healthcare access by HIV status to inform cervical cancer and HIV screening in rural Uganda","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia Hospital; Women's Health Research Institute; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cervical cancer; Outreach; Family medicine; Health care; Developing country; Demography; Environmental health; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002367082,0.0002467489,0.0002666576,0.001174725,0.0007343118,0.001142981,0.0003948439,0.0003759817,0.001710338],"category_scores_gemma":[0.008842042,0.0003374522,0.0002789076,0.001174441,0.0004585701,0.0009792444,0.001936157,0.0004386268,0.0001828013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003485307,"about_ca_system_score_gemma":0.0004804925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525959,"about_ca_topic_score_gemma":0.01132691,"domain_scores_codex":[0.9978547,0.001231591,0.0002248785,0.0001419008,0.0002307176,0.0003162169],"domain_scores_gemma":[0.9979638,0.0007967253,0.0007401253,0.0000737307,0.000191194,0.0002345366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001107248,0.0001072782,0.9796569,0.00007825685,0.00004151012,0.0001275064,0.007385034,0.0001187315,0.0002278752,0.00008448939,0.0001453552,0.01191624],"study_design_scores_gemma":[0.00001269207,0.0006652436,0.9741204,0.0001637515,0.0000344652,0.000328627,0.02267339,0.0005169112,0.0001547435,0.000203968,0.001111812,0.0000139789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988772,0.0001889747,0.00009617885,0.00006395874,0.000002512429,0.00003552406,0.00007760263,0.000001196425,0.0006568493],"genre_scores_gemma":[0.9993438,0.0001361492,0.0002251985,0.00003687866,0.00000173524,0.00005124032,0.00004436134,7.66887e-7,0.0001597011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007525959,"threshold_uncertainty_score":0.01496428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122130595378983,"score_gpt":0.4560095036016932,"score_spread":0.3338789082227103,"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."}}