{"id":"W4391844020","doi":"10.3390/v16020298","title":"Association between Human Papillomavirus 16 Viral Load in Pregnancy and Preterm Birth","year":2024,"lang":"en","type":"article","venue":"Viruses","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Viral load; Pregnancy; Medicine; Obstetrics; Logistic regression; Gestation; Confidence interval; Premature birth; Immunology; Internal medicine; Biology; Human immunodeficiency virus (HIV); Genetics","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":[0.00206432,0.0001744964,0.0002927422,0.0006652317,0.0002487805,0.0005026205,0.0003016882,0.0003203749,0.001297126],"category_scores_gemma":[0.009284833,0.0001828801,0.0004551822,0.000706813,0.0002962581,0.0002571373,0.0004286644,0.0004944182,0.0001022748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737726,"about_ca_system_score_gemma":0.0003392052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293881,"about_ca_topic_score_gemma":0.00209028,"domain_scores_codex":[0.9987718,0.000620202,0.0001241095,0.0001785596,0.0001948493,0.0001104184],"domain_scores_gemma":[0.9954348,0.002194031,0.001470988,0.0004414227,0.0002061943,0.0002525486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223846,0.00001754823,0.9958622,0.00002840546,0.0001366555,0.00005621676,0.00004598861,0.00006683332,0.000295753,0.00005124846,0.00002673877,0.003189986],"study_design_scores_gemma":[0.000005824379,0.0001698996,0.9983544,0.00001989611,0.00007416273,0.0003447008,0.00005979569,0.0003597252,0.0002544065,0.0001317212,0.0002214512,0.00000393759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966034,0.001797246,0.0006437027,0.00006124023,0.00001407506,0.00001024484,0.0002389863,0.00000554142,0.0006255833],"genre_scores_gemma":[0.9991364,0.0003316173,0.0002154829,0.000008926979,0.000006980688,0.000007551905,0.0001046923,0.000002108559,0.0001862308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293881,"threshold_uncertainty_score":0.01091731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05531917556934679,"score_gpt":0.3705665295392587,"score_spread":0.3152473539699119,"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."}}