{"id":"W3214071929","doi":"10.60692/bpfwx-cdx36","title":"Risk of newly detected infections and cervical abnormalities in adult women seropositive or seronegative for naturally acquired HPV‐16/18 antibodies","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Women's Health Network; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Women's Health Research Institute; Dalhousie University","funders":"","keywords":"Antibody; Medicine; Virology; Immunology; Gynecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005073835,0.0002090588,0.0002372495,0.0003077977,0.0001390412,0.0003561093,0.0002539912,0.0004180143,0.001840418],"category_scores_gemma":[0.001743651,0.0002027854,0.0004207932,0.0003180523,0.0001246503,0.000210141,0.0002214069,0.000454091,0.0001418225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012386,"about_ca_system_score_gemma":0.0001743176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815194,"about_ca_topic_score_gemma":0.001419065,"domain_scores_codex":[0.9997634,0.00006934688,0.00001759115,0.00007390685,0.0000371328,0.00003847405],"domain_scores_gemma":[0.9989673,0.0002482918,0.0005067868,0.00006377087,0.00005577136,0.0001580334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009110123,0.00004384605,0.9965732,0.00002119828,0.00006543119,0.00005231701,0.00001528386,0.0000472164,0.0001872283,0.00001007034,0.00011132,0.00196188],"study_design_scores_gemma":[0.00003718277,0.000401985,0.9984382,0.00001014793,0.00007348657,0.0003526279,0.00002942036,0.0004104836,0.000101884,0.0000255667,0.0001164988,0.000002554719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980185,0.001087205,0.00007863114,0.00004504358,0.000008795573,0.000007147246,0.0004119465,0.000006527519,0.0003362764],"genre_scores_gemma":[0.9994321,0.000177092,0.00004443843,0.0000137921,0.00001121451,0.000004262423,0.0001856455,7.91247e-7,0.0001306025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001840418,"threshold_uncertainty_score":0.006156802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714917941096869,"score_gpt":0.3399105218091444,"score_spread":0.2927613423981757,"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."}}