{"id":"W4378966290","doi":"10.1158/1538-7755.asgcr23-abstract-85","title":"Abstract 85: The Social and Economic Impact of a Cervical Cancer Diagnosis on Women and Children in Uganda","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","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","funders":"","keywords":"Cervical cancer; Medicine; Cancer; Descriptive statistics; Family medicine; Gynecology; Demography; Internal medicine","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":[0.001152776,0.0002501352,0.0003810496,0.0009417277,0.001527601,0.001297425,0.000509507,0.0004230618,0.007155044],"category_scores_gemma":[0.004672125,0.0003854465,0.0003235867,0.00150753,0.0005724427,0.0007215649,0.002170993,0.000930122,0.0005340528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001911808,"about_ca_system_score_gemma":0.001540431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02503662,"about_ca_topic_score_gemma":0.03136526,"domain_scores_codex":[0.9989846,0.0004640566,0.00007719634,0.00005568464,0.0001582556,0.0002601937],"domain_scores_gemma":[0.9985056,0.0003822054,0.0005442101,0.0000358635,0.0001764011,0.0003557635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325035,0.0001436718,0.9489616,0.0007077635,0.0001001467,0.0009591756,0.01186394,0.0001078889,0.0001401994,0.000426592,0.01130891,0.02514759],"study_design_scores_gemma":[0.00001280817,0.0001367643,0.9745643,0.0004546844,0.00002745363,0.0004647444,0.01627189,0.00006827786,0.00006048852,0.0001472283,0.00777613,0.0000153006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865036,0.002421086,0.00003106336,0.001802735,0.00004735837,0.00008112303,0.002677303,0.000004597966,0.006431087],"genre_scores_gemma":[0.9949367,0.002468691,0.0001144644,0.0003379066,0.00002737978,0.0001410284,0.0005906655,0.000003384744,0.001379758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02503662,"threshold_uncertainty_score":0.0497818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07836100361187966,"score_gpt":0.4524277933424879,"score_spread":0.3740667897306083,"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."}}