{"id":"W4392588479","doi":"10.1016/j.gimo.2024.101660","title":"P756: Monogenic etiologies of persistent human papillomavirus infections: A comprehensive systematic review","year":2024,"lang":"en","type":"article","venue":"Genetics in Medicine Open","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Etiology; Human papillomavirus; Medicine; Virology; Intensive care medicine; Biology; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007766676,0.0001545235,0.001062691,0.0002128257,0.00004681605,0.00002071137,0.0003442869,0.00007246109,0.002009718],"category_scores_gemma":[0.0004019448,0.000104523,0.0001787784,0.0005696176,0.0002329808,0.0000312046,0.0002977144,0.0003225348,0.00004194315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457062,"about_ca_system_score_gemma":0.0001466732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210258,"about_ca_topic_score_gemma":0.00007253232,"domain_scores_codex":[0.998143,0.0001800804,0.0007259904,0.0003064737,0.0004198565,0.0002245743],"domain_scores_gemma":[0.998794,0.0002479876,0.00007151991,0.0005144187,0.0002607097,0.0001113735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009660206,0.0002666511,0.001904667,0.9707913,0.0009444104,0.0001771728,0.001328557,0.00005159527,0.002921464,0.00131263,0.01316151,0.007043461],"study_design_scores_gemma":[0.008160894,0.01251512,0.03146784,0.8996012,0.007630018,0.0006142671,0.007271279,0.002099954,0.001235389,0.00527654,0.02317178,0.0009556685],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02105374,0.9322089,0.00002836949,0.003505725,0.0002508409,0.005074539,0.00001274525,0.00004598104,0.03781917],"genre_scores_gemma":[0.7546867,0.2397214,0.0002293228,0.002124099,0.0002208656,0.0006955892,0.00006787718,0.00004383575,0.002210357],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7336329,"threshold_uncertainty_score":0.9989026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1693379609322525,"score_gpt":0.4768643079348032,"score_spread":0.3075263470025508,"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."}}