{"id":"W2944162318","doi":"10.1093/infdis/jiz238","title":"Human Papillomavirus Viral Load and Transmission in Young, Recently Formed Heterosexual Couples","year":2019,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Concordance; Viral load; Odds ratio; Medicine; Confidence interval; Transmission (telecommunications); Incidence (geometry); Papillomaviridae; Sexual transmission; Logistic regression; Human papillomavirus; Cohort; Young adult; Internal medicine; Gynecology; Immunology; Virus; Cancer; Cervical cancer; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006354286,0.0001936255,0.0002039331,0.0005257422,0.0004770913,0.0005246843,0.0002311154,0.0002882676,0.001186826],"category_scores_gemma":[0.002684966,0.0002641928,0.0001828526,0.0005843555,0.00025107,0.0003464352,0.0003909362,0.0003696237,0.0001525984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143653,"about_ca_system_score_gemma":0.0002110514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006955327,"about_ca_topic_score_gemma":0.007221446,"domain_scores_codex":[0.9996611,0.0001337258,0.00002315775,0.00005890012,0.00006555817,0.00005768646],"domain_scores_gemma":[0.998893,0.0002820166,0.0004670921,0.00005198561,0.00008048957,0.0002253944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002413407,0.00001518369,0.9989406,0.000004922475,0.00001757681,0.00004495399,0.0001246435,0.00001188684,0.00005746853,0.000009778536,0.00002015929,0.0007285847],"study_design_scores_gemma":[0.000003339938,0.00009356914,0.9990866,0.000008138647,0.00001376607,0.0003271233,0.0002163128,0.0001048484,0.00004213676,0.00001813682,0.00008396038,0.000002081522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995189,0.0002355798,0.00003093245,0.00001267878,0.000001898767,0.000003212901,0.00008424821,0.000001014272,0.0001115776],"genre_scores_gemma":[0.9997457,0.00008995234,0.00003324871,0.000008565702,0.000002998963,0.000003235424,0.00006027762,3.434957e-7,0.00005570241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006955327,"threshold_uncertainty_score":0.01382971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458735992531133,"score_gpt":0.3146203064543488,"score_spread":0.3000329465290374,"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."}}