{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001908965,0.00009315192,0.0001989619,0.0001209238,0.00004377701,0.0000683052,0.00004795891,0.000095008,0.0009105802],"category_scores_gemma":[0.00009126763,0.00007704005,0.00004053549,0.000189779,0.00003335715,0.0001601823,0.00005350435,0.0002592459,0.00006298017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358616,"about_ca_system_score_gemma":0.00008389138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006995768,"about_ca_topic_score_gemma":0.0005166868,"domain_scores_codex":[0.9989536,0.00003891618,0.0001767229,0.0002332349,0.0003598279,0.0002376447],"domain_scores_gemma":[0.9996123,0.0001152829,0.00001955798,0.0001194121,0.00004118087,0.00009221528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006335989,0.00004014966,0.8515639,0.0005874676,0.00009383888,0.00005633093,0.0003333298,8.387673e-8,0.003228938,0.0004634627,0.001063857,0.1425053],"study_design_scores_gemma":[0.001144668,0.0003470693,0.9404333,0.0004899482,0.00006882903,0.000001974868,0.00002191317,0.000014892,0.006327564,0.001354926,0.04966056,0.0001343311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585708,0.01353999,0.000005540443,0.0003917127,0.00008434831,0.0003338688,0.00005389186,0.0001162643,0.02690363],"genre_scores_gemma":[0.9959243,0.001024343,0.00001005209,0.0001919524,0.0002759371,0.00003106773,0.00001324269,0.00001915295,0.002509941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.142371,"threshold_uncertainty_score":0.9970215,"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."}}