{"id":"W2791673738","doi":"10.3747/co.25.3827","title":"Implementation Considerations Using HPV Self-Collection to Reach Women Under-Screened for Cervical Cancer in High-Income Settings","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; BC Cancer Agency; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Cervical cancer; Human papillomavirus; Cancer; Family medicine; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04307926,0.0007204126,0.0007485974,0.0009184076,0.003223961,0.004629602,0.005593303,0.00913199,0.01626328],"category_scores_gemma":[0.09889605,0.00057026,0.001553933,0.000867175,0.002179775,0.004791453,0.005142006,0.007723019,0.001195103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005054972,"about_ca_system_score_gemma":0.03918513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03688478,"about_ca_topic_score_gemma":0.05243292,"domain_scores_codex":[0.961961,0.02450472,0.002101972,0.001271331,0.004993587,0.005167319],"domain_scores_gemma":[0.9425675,0.02972442,0.00394139,0.001454824,0.009643645,0.01266824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006915645,0.003391069,0.05316475,0.01036639,0.0005790674,0.00248164,0.01244439,0.00484123,0.003402458,0.02257571,0.2491591,0.6369027],"study_design_scores_gemma":[0.001456616,0.0130189,0.1941677,0.04723258,0.001047006,0.004094156,0.06297032,0.009452437,0.005731334,0.05215384,0.6080754,0.0005997032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02803837,0.004794179,0.005780816,0.9386011,0.002266685,0.001942916,0.0002315431,0.0002336239,0.01811065],"genre_scores_gemma":[0.4266327,0.01386745,0.06146808,0.4786099,0.004552132,0.006163661,0.0004177601,0.000154288,0.008133985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04307926,"threshold_uncertainty_score":0.2278276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556192166966908,"score_gpt":0.5128119598795607,"score_spread":0.3571927431828699,"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."}}