{"id":"W2056604268","doi":"10.1097/igc.0b013e31829e9fb4","title":"Multiple-Type Human Papillomavirus (HPV) Infections","year":2013,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"National Cancer Institute","keywords":"Medicine; Odds ratio; Confidence interval; Human papillomavirus; Logistic regression; Papillomaviridae; Cervical cancer; Multivariate analysis; HPV infection; Internal medicine; Gynecology; Oncology; Obstetrics; Cancer","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":[0.0001857413,0.0001086731,0.0002748757,0.0001754058,0.00007129351,0.00006207741,0.0002609206,0.000108109,0.09537839],"category_scores_gemma":[0.0008656984,0.00007348976,0.0001948617,0.0001601171,0.0001128189,0.000182026,0.00008599677,0.0005097331,0.0001793577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004422789,"about_ca_system_score_gemma":0.0001795024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003704295,"about_ca_topic_score_gemma":0.0001526259,"domain_scores_codex":[0.9984725,0.00004474392,0.0004393985,0.0001349031,0.000694967,0.0002135575],"domain_scores_gemma":[0.9968417,0.0002777115,0.0001685074,0.00009326618,0.002360673,0.000258094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007332236,0.001310461,0.6436793,0.00003022076,0.0007388633,0.0003363244,0.0000953114,0.0001313102,0.01924714,0.0009228879,0.0267551,0.3060198],"study_design_scores_gemma":[0.002203417,0.001191878,0.9503931,0.00001679893,0.00003942883,0.0001305177,0.00003499078,0.0001050357,0.001037166,0.001385689,0.04336837,0.00009358121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655241,0.000705204,0.0001027716,0.006432739,0.001585037,0.000242448,0.000007788401,0.00002651273,0.0253734],"genre_scores_gemma":[0.9952223,0.0004834358,0.0001616104,0.001861805,0.001207451,0.00002891311,0.000005201635,0.00001114334,0.001018081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3067138,"threshold_uncertainty_score":0.9054486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05750984560366653,"score_gpt":0.4070935734274205,"score_spread":0.349583727823754,"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."}}