{"id":"W4401929749","doi":"10.3389/fpubh.2024.1430968","title":"HPV self-sampling implementation strategies to engage under screened communities in cervical cancer screening: a scoping review to inform screening programs","year":2024,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Alberta Health Services; University of Calgary","funders":"","keywords":"CINAHL; Indigenous; Inclusion (mineral); Medicine; Cervical cancer; Family medicine; Community engagement; MEDLINE; Sampling (signal processing); Rural health; Cochrane Library; Rural area; Nursing; Alternative medicine; Cancer; Psychological intervention; Psychology; Pathology; Political science","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":[0.0334248,0.001751298,0.005859541,0.0158488,0.001435516,0.005551415,0.002662258,0.00337775,0.005271988],"category_scores_gemma":[0.1072631,0.00130149,0.007014539,0.01546651,0.0015379,0.005125154,0.002897981,0.002371675,0.000671201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007945688,"about_ca_system_score_gemma":0.03725605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01535824,"about_ca_topic_score_gemma":0.03197393,"domain_scores_codex":[0.9784158,0.01124243,0.005787404,0.0008574344,0.003107852,0.0005890287],"domain_scores_gemma":[0.9166017,0.0668716,0.007070051,0.0009412078,0.007888746,0.0006267446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000129503,0.0000650486,0.0009592474,0.8178446,0.001924791,0.00007666645,0.001764884,0.0002701512,0.0001371328,0.001179359,0.003391798,0.1722568],"study_design_scores_gemma":[0.00006187455,0.00008495412,0.001018381,0.9759771,0.005029416,0.00005944519,0.0007012603,0.00007959525,0.00009737317,0.0002725985,0.01660199,0.00001608389],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001253639,0.9936656,0.0005606997,0.0009839024,0.0002409718,0.001898794,0.0002237723,0.00001527905,0.001157316],"genre_scores_gemma":[0.007278841,0.9878516,0.001520735,0.0004159755,0.00006083527,0.002494971,0.0001816814,0.000006209945,0.0001892265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0334248,"threshold_uncertainty_score":0.1767694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3678671139628737,"score_gpt":0.5367880686943529,"score_spread":0.1689209547314792,"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."}}