{"id":"W7073702555","doi":"","title":"Canadian Oncogenic Human Papillomavirus Cervical Infection Prevalence: Systematic Review and Meta-analysis","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Human papillomavirus; Confidence interval; Vaccination; Cervical screening; Epidemiology; HPV infection; Public health; Papillomaviridae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006633607,0.000289396,0.001053991,0.0004008316,0.0004919015,0.0001866261,0.0005972821,0.0001441943,0.001471737],"category_scores_gemma":[0.00002782028,0.0002466853,0.0004378897,0.0007070893,0.0001106335,0.0008910191,0.0002045525,0.000235614,0.0004271529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231396,"about_ca_system_score_gemma":0.00008394253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004463969,"about_ca_topic_score_gemma":0.1627952,"domain_scores_codex":[0.9978304,0.0004623406,0.0004193717,0.0005999889,0.0002758092,0.0004121002],"domain_scores_gemma":[0.9982921,0.00003114975,0.0002688397,0.0007826565,0.0001781824,0.0004470394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000219947,0.0002518071,0.8968623,0.07301167,0.02196686,0.0001547909,0.001016072,0.000006065094,0.005681699,0.001015024,0.000002826076,0.000008870387],"study_design_scores_gemma":[0.0002948304,0.0001431,0.5143462,0.0009326959,0.479978,0.00005136108,0.00008591477,2.346977e-7,0.00298917,0.0001450312,0.0002428862,0.0007905402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935754,0.00461991,0.00006972652,0.0002093592,0.00003321271,0.0009741233,0.0000849366,0.0001113431,0.0003220004],"genre_scores_gemma":[0.991805,0.0006847298,0.00003312423,0.0007008989,0.00001157062,0.00002740738,0.0000119267,0.00002229266,0.006703013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4580112,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909992585215634,"score_gpt":0.3258535844669502,"score_spread":0.1348543259453868,"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."}}