{"id":"W1991053323","doi":"10.1016/s0140-6736(12)60674-6","title":"Self-collection of vaginal specimens for HPV testing","year":2012,"lang":"en","type":"letter","venue":"The Lancet","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Cervical cancer; Papanicolaou stain; Cytology; Gynecology; Population; Cancer screening; Scopus; Cancer prevention; Family medicine; Human papillomavirus; Cancer; MEDLINE; Obstetrics; Internal medicine; Pathology; Environmental health","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":[0.005154745,0.001022997,0.001221445,0.0008737822,0.006220832,0.004011377,0.002469081,0.1005228,0.007856067],"category_scores_gemma":[0.04017943,0.001778192,0.002008466,0.0009491488,0.002761227,0.0044517,0.002790802,0.06047935,0.004960755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005974021,"about_ca_system_score_gemma":0.009590937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02007293,"about_ca_topic_score_gemma":0.03945304,"domain_scores_codex":[0.9923074,0.002331207,0.001096221,0.0009390573,0.001846732,0.001479451],"domain_scores_gemma":[0.9850308,0.008228227,0.001323081,0.0006177266,0.00219248,0.002607729],"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":[0.0001350311,0.0001051452,0.00242969,0.0001326613,0.00003163647,0.003172752,0.0005570422,0.00004934767,0.0007151748,0.003203061,0.9769397,0.01252872],"study_design_scores_gemma":[0.0003478638,0.0003256919,0.007164658,0.001255014,0.0001383958,0.004326432,0.00139323,0.0006605814,0.001052647,0.008308082,0.974895,0.0001324121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007668381,0.0007317866,0.0001516661,0.9808525,0.01435143,0.00003829018,0.0000869749,0.00002341507,0.002997039],"genre_scores_gemma":[0.002278469,0.000399634,0.0002061178,0.9813355,0.00812563,0.00006133933,0.00003291839,0.00001686611,0.007543583],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1005228,"threshold_uncertainty_score":0.0433448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173191448634765,"score_gpt":0.3594342932863465,"score_spread":0.24211514842287,"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."}}