{"id":"W4317951881","doi":"10.1186/s12905-023-02174-w","title":"Reach and effectiveness of an HPV self-sampling intervention for cervical screening amongst under- or never-screened women in Toronto, Ontario Canada","year":2023,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; Public Health Ontario; Women's College Hospital; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; University of Toronto; Women's College Hospital; St. Michael's Hospital Foundation","keywords":"Medicine; Cervical cancer; Reproductive medicine; Family medicine; Cervical cancer screening; Cervical screening; Intervention (counseling); Pap test; Demography; Test (biology); Gynecology; Cancer; Nursing; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001690893,0.0004168945,0.0006421045,0.000491269,0.003800403,0.0009189099,0.001248517,0.0005131261,0.002599472],"category_scores_gemma":[0.004647686,0.0003774551,0.0007109593,0.0007971082,0.0009599806,0.0003617819,0.001298562,0.0005733286,0.0001645782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06702995,"about_ca_system_score_gemma":0.1195109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991384,"about_ca_topic_score_gemma":0.9962929,"domain_scores_codex":[0.997793,0.0004205414,0.000110434,0.0002194187,0.0006787708,0.0007778362],"domain_scores_gemma":[0.9965962,0.0004643344,0.0003858835,0.00007499994,0.001082697,0.001395976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01247091,0.007906793,0.5701525,0.005655935,0.0006157904,0.001395498,0.07755037,0.003574598,0.009475063,0.001432872,0.01174196,0.2980277],"study_design_scores_gemma":[0.0009952872,0.006468856,0.9658569,0.0005889632,0.0003575949,0.00008633955,0.01449338,0.002135402,0.0009304623,0.0001287323,0.00789219,0.00006593446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924101,0.0007665598,0.000147623,0.0007322462,0.00002122997,0.001224433,0.0004769349,0.0000238713,0.004197124],"genre_scores_gemma":[0.9948882,0.0006869776,0.0007589429,0.0002371011,0.00001018337,0.000589058,0.0002255164,0.000006548875,0.002597293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06702995,"threshold_uncertainty_score":0.4863386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06762035522860278,"score_gpt":0.3902145939503607,"score_spread":0.3225942387217579,"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."}}