{"id":"W2917185523","doi":"10.1016/j.jviromet.2019.02.007","title":"Treatment of first-void urine with Aptima Transfer Solution increases detection of high-risk HPV E6/E7 mRNA","year":2019,"lang":"en","type":"article","venue":"Journal of Virological Methods","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Urine; Colposcopy; Cytology; Gynecology; Urine cytology; Biology; Urology; Medicine; Internal medicine; Urinary system; Cervical cancer; Pathology; Cancer","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":[0.0006883984,0.0005216924,0.0007894122,0.0005407407,0.0003204293,0.0005754958,0.0002892438,0.0009272352,0.003782925],"category_scores_gemma":[0.00188119,0.0003355973,0.0005662876,0.0002379087,0.0003120474,0.0004220456,0.0003131304,0.0008368511,0.000641146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209,"about_ca_system_score_gemma":0.0004467014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003481715,"about_ca_topic_score_gemma":0.0004562828,"domain_scores_codex":[0.9993407,0.0002001413,0.00003671936,0.0001408482,0.0001388201,0.0001428488],"domain_scores_gemma":[0.9992079,0.0003921909,0.00009899466,0.00005582748,0.00007252556,0.000172566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005259692,0.001447024,0.00753541,0.0002235386,0.00007659986,0.00022675,0.000108406,0.0001097151,0.9486883,0.00004716666,0.0006485824,0.03562893],"study_design_scores_gemma":[0.0001250266,0.01009087,0.04385337,0.00003077984,0.0001051257,0.001099124,0.0001295487,0.001422676,0.9414297,0.0001062983,0.001586666,0.00002079199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899536,0.004587382,0.002984592,0.0003900909,0.0003302917,0.00007564612,0.0001148839,0.0003839502,0.001179556],"genre_scores_gemma":[0.9922361,0.0009475835,0.003933303,0.000336232,0.0001218101,0.00004080062,0.0001907783,0.0000411939,0.002152143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003782925,"threshold_uncertainty_score":0.01265514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04344396633819796,"score_gpt":0.3724104745965153,"score_spread":0.3289665082583173,"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."}}