{"id":"W4289110791","doi":"10.3390/curroncol29080425","title":"A Case for Offering HPV Self-Sampling to Well-Screened Women. Comment on Lesack et al. Willingness to Self-Collect a Sample for HPV-Based Cervical Cancer Screening in a Well-Screened Cohort: HPV FOCAL Survey Results. Curr. Oncol. 2022, 29, 3860–3869","year":2022,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Human papillomavirus; Cervical cancer; Sampling (signal processing); Population; Gynecology; Family medicine; Cervical cancer screening; Cancer; Oncology; Obstetrics; Demography; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0101962,0.0008963447,0.001495604,0.0009771828,0.003943833,0.003678983,0.003343161,0.07435057,0.008925553],"category_scores_gemma":[0.04722008,0.001040709,0.002141805,0.0009871668,0.005184671,0.008317548,0.001911769,0.0647585,0.006656901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004644585,"about_ca_system_score_gemma":0.005296037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017623,"about_ca_topic_score_gemma":0.01616435,"domain_scores_codex":[0.9913127,0.002666319,0.001434656,0.001003655,0.002756233,0.0008264086],"domain_scores_gemma":[0.9674503,0.01761416,0.001662533,0.001527085,0.006941182,0.00480461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004605069,0.00006776823,0.001074405,0.00006781614,0.00001505047,0.002078369,0.0002987652,0.0000356437,0.0001696784,0.001399097,0.9858829,0.008864339],"study_design_scores_gemma":[0.0001834432,0.0002325799,0.003250471,0.000883078,0.0000592652,0.008906024,0.002459303,0.0004812562,0.0004800649,0.007190392,0.9756973,0.0001768273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003275861,0.0005007624,0.0000738255,0.9897099,0.008492472,0.00001168182,0.00003008294,0.00002713737,0.0008266117],"genre_scores_gemma":[0.001226983,0.0003563974,0.0002251716,0.9854128,0.01151913,0.00002424965,0.00001216792,0.00001254725,0.001210554],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07435057,"threshold_uncertainty_score":0.05392337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1915643270505338,"score_gpt":0.4505966075165839,"score_spread":0.2590322804660501,"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."}}