{"id":"W2794895889","doi":"10.2196/10590","title":"Determinants for Genital Human Papillomavirus (HPV) Infection in Tunisian Women with Normal Pap smear: Are There Different Risk Profiles for Oncogenic and Nononcogenic HPV Types?","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human papillomavirus; HPV infection; Sex organ; Medicine; Papillomaviridae; Virology; Gynecology; Cervical cancer; Biology; Internal medicine; Genetics; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002669634,0.0002319603,0.0004075046,0.0001655972,0.0003025883,0.000067523,0.00009302167,0.0001489313,0.0004902196],"category_scores_gemma":[0.0001080109,0.0001690281,0.0000730894,0.0001865741,0.000179048,0.0001605642,0.00006711132,0.0002367572,0.00000852048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477527,"about_ca_system_score_gemma":0.00009259258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002789325,"about_ca_topic_score_gemma":0.001717402,"domain_scores_codex":[0.9984481,0.00001099463,0.0002641514,0.0004332185,0.0002520032,0.0005914718],"domain_scores_gemma":[0.9990544,0.00005427905,0.0001299819,0.0001297956,0.0003455894,0.0002859004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00503481,0.0002540153,0.8441961,0.0009152113,0.000112208,0.000009623542,0.001999983,7.892886e-8,0.006507489,0.00004125873,0.0001548733,0.1407744],"study_design_scores_gemma":[0.00558902,0.006296789,0.9701062,0.00006919768,0.0001097421,0.00003426559,0.000672251,0.0002395257,0.01499842,0.000414836,0.001211226,0.0002585489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966149,0.0001636041,0.00003913034,0.00006782953,0.00005473847,0.001530249,0.00005767605,0.00004945158,0.001422466],"genre_scores_gemma":[0.9977852,0.0001141831,0.0001350343,0.00009520241,0.0006259924,0.0007904699,0.00001192843,0.00005634024,0.0003856897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1405158,"threshold_uncertainty_score":0.6892766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612235008478217,"score_gpt":0.3232746204529348,"score_spread":0.2971522703681526,"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."}}