{"id":"W4405499285","doi":"10.3390/curroncol31120590","title":"Breaking Barriers: Empowering Cervical Cancer Screening with HPV Self-Sampling for Sex Workers and Formerly Incarcerated Women in Toronto","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Women's College Hospital; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cervical cancer; Papanicolaou stain; Family medicine; Cancer screening; Gynecology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001092331,0.0002782863,0.0002744165,0.000340248,0.007321548,0.001707125,0.001264912,0.0004722745,0.004550559],"category_scores_gemma":[0.002521945,0.0003536808,0.0003491129,0.0005590301,0.00169315,0.0006871377,0.003235838,0.00078662,0.0002407193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02495008,"about_ca_system_score_gemma":0.05443886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.881757,"about_ca_topic_score_gemma":0.9624001,"domain_scores_codex":[0.998732,0.0003252645,0.00004655706,0.00007386857,0.0001974227,0.0006248489],"domain_scores_gemma":[0.9972035,0.0003325574,0.0002478913,0.00005364681,0.0003012138,0.001861211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006226578,0.00115861,0.3157434,0.001728256,0.00006364521,0.003598253,0.5399764,0.0003229733,0.005704767,0.001301008,0.01659157,0.1131884],"study_design_scores_gemma":[0.0001129674,0.001190904,0.3667381,0.0005905848,0.00009115406,0.0003312775,0.6023963,0.0005188992,0.0006748612,0.0002930615,0.0270129,0.00004904116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901112,0.0005468673,0.0001205256,0.003317281,0.00003285009,0.000314063,0.0001232777,0.00002083415,0.005413055],"genre_scores_gemma":[0.9948086,0.0007674527,0.000508213,0.0004463502,0.00001308786,0.0001727834,0.00008190238,0.000006275587,0.003195427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118243,"threshold_uncertainty_score":0.2378786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08647813591110123,"score_gpt":0.4673868498633875,"score_spread":0.3809087139522863,"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."}}