{"id":"W2973778529","doi":"","title":"Emerging role of HPV self-sampling in cervical cancer screening for hard-to-reach women: Focused literature review.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Cervical cancer; Medicine; Sampling (signal processing); Human papillomavirus; Cervical cancer screening; Cervical screening; Family medicine; Test (biology); Gynecology; Cancer; Computer science; Internal medicine; Biology","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":[0.01122996,0.0008444352,0.003015233,0.006373712,0.0004474159,0.002794713,0.001385283,0.002293282,0.002721128],"category_scores_gemma":[0.04194462,0.0006060133,0.00231496,0.006317794,0.0007188703,0.002766095,0.001078077,0.001385095,0.0003465454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527399,"about_ca_system_score_gemma":0.01274962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006796411,"about_ca_topic_score_gemma":0.01794337,"domain_scores_codex":[0.9928725,0.003241882,0.001798555,0.0004937227,0.001405687,0.0001877185],"domain_scores_gemma":[0.9430043,0.04463974,0.005800189,0.0004015913,0.005703726,0.0004505014],"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":[0.0001588709,0.00004705458,0.002622695,0.6523986,0.001907045,0.000226605,0.0006344386,0.0001194602,0.0002685162,0.0007778099,0.005409747,0.3354291],"study_design_scores_gemma":[0.00007788016,0.0002782914,0.009451072,0.9009487,0.01140057,0.0009994037,0.001501217,0.0001428682,0.0003177572,0.0008151864,0.07402486,0.00004219376],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000271957,0.9987324,0.00005017776,0.0006403151,0.00008662675,0.0000277544,0.00003417602,0.000001699743,0.0001550266],"genre_scores_gemma":[0.004502109,0.9943545,0.0003026636,0.0006139316,0.00008139751,0.00006239993,0.00004043326,0.000001307205,0.00004133755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01122996,"threshold_uncertainty_score":0.05939043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06345495041143165,"score_gpt":0.3678947124257027,"score_spread":0.304439762014271,"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."}}