{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006388598,0.0002328184,0.0002179358,0.000620624,0.000454829,0.0005539039,0.0003380735,0.0003175364,0.001369635],"category_scores_gemma":[0.00136705,0.0002437152,0.000261937,0.0009182373,0.0004210269,0.0004489462,0.0003446907,0.0003000657,0.0001356664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348631,"about_ca_system_score_gemma":0.0007208119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03693637,"about_ca_topic_score_gemma":0.02565322,"domain_scores_codex":[0.9996457,0.0000866105,0.00003143293,0.00006817379,0.00005833216,0.0001098038],"domain_scores_gemma":[0.9994296,0.00008065509,0.0003137037,0.00002020585,0.00007617491,0.00007964545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001909725,0.00001344469,0.9978893,0.00001895745,0.00001703498,0.00007838484,0.0001676864,0.00001629379,0.000101401,0.00001479177,0.00006908162,0.001594434],"study_design_scores_gemma":[0.000002166628,0.00002944017,0.9988703,0.00002682315,0.00001490143,0.0002263701,0.0004807032,0.00006540937,0.00004337651,0.00001902425,0.0002195396,0.000001813582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998499,0.0007817976,0.00003242195,0.0002203455,0.000004962593,0.000005928954,0.0001576362,0.000001964833,0.0002957453],"genre_scores_gemma":[0.9992833,0.0004393379,0.00004747701,0.00003853557,0.00001123239,0.000003956189,0.00008691888,6.995019e-7,0.00008864258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03693637,"threshold_uncertainty_score":0.07344276,"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."}}