{"id":"W4237358357","doi":"10.5858/2008-132-54-tiotdo","title":"The Impact of the Distribution of Human Papillomavirus Types and Associated High-Risk Lesions in a Colposcopy Population for Monitoring Vaccine Efficacy","year":2008,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Disease Control Laboratory; University of Regina; Public Health Agency of Canada","funders":"","keywords":"Colposcopy; Cervical intraepithelial neoplasia; Medicine; Genotype; Polymerase chain reaction; Population; Epidemiology; Squamous intraepithelial lesion; HPV infection; Context (archaeology); Human papillomavirus; Gynecology; Cervical cancer; Internal medicine; Oncology; Virology; Cancer; Biology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001713747,0.0003037659,0.0002794724,0.0005763221,0.0003944929,0.0006543295,0.0003628107,0.0003864897,0.002038717],"category_scores_gemma":[0.005075518,0.0002186103,0.0001997375,0.0005518348,0.0003586542,0.0004402423,0.0003658025,0.000375135,0.0004030295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008128262,"about_ca_system_score_gemma":0.0007010985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309949,"about_ca_topic_score_gemma":0.02571089,"domain_scores_codex":[0.9987656,0.0006626275,0.00006119553,0.0001959483,0.0002116051,0.0001030499],"domain_scores_gemma":[0.9967757,0.001404763,0.000613416,0.0002864414,0.0004424998,0.0004771868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265532,0.00003843319,0.9957725,0.00001059536,0.00003314087,0.00005272292,0.00003220011,0.00009022189,0.001094203,0.000008377103,0.00007213905,0.002568819],"study_design_scores_gemma":[0.000008925482,0.0004394646,0.9978823,0.000005398312,0.00002354929,0.000213858,0.0001073915,0.000594858,0.0005630355,0.00001745158,0.000140409,0.0000033262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989507,0.0001730845,0.0001876612,0.00004045651,0.000004075785,0.00001400614,0.000207699,0.000004833335,0.0004175191],"genre_scores_gemma":[0.9995556,0.00004997265,0.0001550439,0.00001903168,0.000005921388,0.000007157189,0.0001230398,0.000001351247,0.00008271659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309949,"threshold_uncertainty_score":0.02604651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685892938586339,"score_gpt":0.3662239930090753,"score_spread":0.3393650636232119,"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."}}