{"id":"W7009685290","doi":"","title":"Evaluation of human papillomavirus type competition and the potential for type replacement postvaccination","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; McGill University","keywords":"Genotype; Cervical cancer; HPV infection; Human papillomavirus; Logistic regression; Epidemiology; Competition (biology); HPV vaccines","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005865477,0.0003569243,0.0004558957,0.001358076,0.0004921627,0.0006195595,0.0006518432,0.0003955284,0.001835202],"category_scores_gemma":[0.007856357,0.0002016709,0.0004571399,0.001312284,0.0005501875,0.0005550137,0.0006072937,0.0004702344,0.0002421843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413532,"about_ca_system_score_gemma":0.001207924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608798,"about_ca_topic_score_gemma":0.008724649,"domain_scores_codex":[0.9977425,0.000491002,0.0002024615,0.0004523741,0.0008363408,0.0002752751],"domain_scores_gemma":[0.9922447,0.003203385,0.001479809,0.0007547788,0.002043668,0.000273544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001721015,0.0001493303,0.9392053,0.0002599185,0.0001697537,0.0001104839,0.0007399735,0.001135382,0.03869486,0.0003660838,0.0001338581,0.01731396],"study_design_scores_gemma":[0.00001083229,0.001301928,0.9516299,0.00002096898,0.00009792875,0.000360561,0.000374668,0.004541413,0.03988672,0.0002386121,0.001518143,0.0000183254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929938,0.0006748178,0.004119388,0.000018865,0.000008427133,0.0001272063,0.00089477,0.00004018704,0.001122543],"genre_scores_gemma":[0.9944099,0.0001159926,0.003163848,0.00002053848,0.000003870799,0.0001231464,0.001247662,0.0000144008,0.0009006652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608798,"threshold_uncertainty_score":0.03198868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07623495474080533,"score_gpt":0.3916057767096965,"score_spread":0.3153708219688912,"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."}}