{"id":"W2790208164","doi":"10.3747/co.25.3851","title":"Strategies to Reach Marginalized Women for Cervical Cancer Screening: A Qualitative Study of Stakeholder Perspectives","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; University of Ottawa; St. Michael's Hospital","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Medicine; Stakeholder; Cervical cancer; Qualitative research; Family medicine; Cervical screening; Cancer screening; Health care; Nursing; Public relations; Cancer; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006840734,0.0001534109,0.0006069869,0.0001923481,0.00008412233,0.00001535669,0.0001572421,0.00007684964,0.00353216],"category_scores_gemma":[0.0002036362,0.0001229413,0.00007097008,0.0003581303,0.0002803222,0.00005764439,0.0001018779,0.0002429622,0.000009561337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005307,"about_ca_system_score_gemma":0.0006069465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003271213,"about_ca_topic_score_gemma":0.0008859432,"domain_scores_codex":[0.9981359,0.0002737843,0.0003272269,0.0004232728,0.0003709681,0.0004688172],"domain_scores_gemma":[0.9978189,0.0003256809,0.0000830153,0.0002364014,0.001260152,0.0002758018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01677303,0.005211576,0.003423332,0.0004678204,0.0004465024,0.000006380705,0.8242729,0.000002278848,0.0004450778,0.002977214,0.007477385,0.1384965],"study_design_scores_gemma":[0.009134319,0.02047097,0.04950296,0.00003508566,0.0001057412,0.000002455138,0.8381356,0.00007361419,0.00009858305,0.0006896423,0.08159247,0.0001585615],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860196,0.00105334,0.002052042,0.002119154,0.0002632464,0.002098934,0.00006143657,0.00003447759,0.006297773],"genre_scores_gemma":[0.9971877,0.00004786335,0.0004774077,0.00008538087,0.0006015654,0.001256598,0.000009524823,0.00002088735,0.0003131171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138338,"threshold_uncertainty_score":0.9973788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4560235269920598,"score_gpt":0.5800216565726676,"score_spread":0.1239981295806078,"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."}}