{"id":"W2042077492","doi":"10.3934/mbe.2013.10.1173","title":"The impact of an imperfect vaccine and pap cytologyscreening on the transmission of human papillomavirus and occurrenceof associated cervical dysplasia and cancer","year":2013,"lang":"en","type":"article","venue":"Mathematical Biosciences & Engineering","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cervical cancer; Dysplasia; Population; Transmission (telecommunications); Cancer; Disease; Basic reproduction number; HPV infection; Demography; Medicine; Internal medicine; Computer science; Environmental health","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":[0.001180522,0.000612839,0.0006290103,0.0005878363,0.0004415887,0.001086625,0.0009112135,0.001100445,0.002479467],"category_scores_gemma":[0.007330984,0.0003024144,0.0007279467,0.0003339677,0.001229238,0.001206729,0.0009792924,0.000709668,0.0001228447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500118,"about_ca_system_score_gemma":0.001669479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008609571,"about_ca_topic_score_gemma":0.005297455,"domain_scores_codex":[0.9995095,0.00023669,0.00001457534,0.0000599679,0.00006395059,0.0001153954],"domain_scores_gemma":[0.9971,0.001967603,0.0005993209,0.0000775364,0.000115342,0.0001403053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000127762,0.0001344129,0.009034969,0.00006577114,0.0000856681,0.0004448176,0.00008962917,0.9460791,0.002472039,0.03653788,0.0004130083,0.004515014],"study_design_scores_gemma":[0.00005294765,0.0002892574,0.00372701,0.00001547123,0.00009207115,0.0002043272,0.0001042236,0.9824255,0.0005100687,0.01209334,0.0004608878,0.00002483944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107487,0.000550163,0.07263923,0.00219534,0.00006884938,0.00008960286,0.0003362054,0.00005948504,0.01331245],"genre_scores_gemma":[0.9948483,0.0002291495,0.002515408,0.00006220804,0.00001054189,0.00003867901,0.000036354,0.000005549478,0.002253787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008609571,"threshold_uncertainty_score":0.01813972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244353358565566,"score_gpt":0.3366405974902837,"score_spread":0.3122052616337271,"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."}}