{"id":"W2035608162","doi":"10.1038/sj.bjc.6603822","title":"Lifestyle and socio-demographic factors associated with high-risk HPV infection in UK women","year":2007,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Medical Research Council","keywords":"Medicine; Human papillomavirus; Gynecology; Multivariate analysis; Obstetrics; HPV infection; Pregnancy; Childbirth; Young adult; Demography; Cervical cancer; Gerontology; Internal medicine; Cancer","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":[0.000286856,0.000190949,0.0003473909,0.0007600728,0.0003582718,0.0005236479,0.0002053226,0.0004993651,0.001922638],"category_scores_gemma":[0.002754152,0.0003584517,0.000256396,0.001269421,0.0003465973,0.0003675475,0.0004020272,0.0003826005,0.0003022942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004444647,"about_ca_system_score_gemma":0.0002538575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03231723,"about_ca_topic_score_gemma":0.03007085,"domain_scores_codex":[0.9996221,0.0001138134,0.00005497687,0.00005690728,0.00007772222,0.00007446306],"domain_scores_gemma":[0.9988058,0.0001937312,0.0005343267,0.0000585068,0.000115657,0.0002920033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098818,0.00002403784,0.9981269,0.00001722648,0.00002124721,0.0001707909,0.0002353776,0.00001499212,0.0001608297,0.000009043879,0.0001017635,0.001007915],"study_design_scores_gemma":[0.000003200282,0.00005995973,0.9994792,0.000008170749,0.000006023446,0.0001729084,0.0001667998,0.00002609391,0.000008749598,0.000005820285,0.00006091093,0.000002125262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987767,0.0005611085,0.00001900408,0.00006874953,0.000008538121,0.000007020234,0.000221419,0.000001347126,0.0003360785],"genre_scores_gemma":[0.9994028,0.0002298375,0.00002198946,0.00002805147,0.000005733443,0.000007048692,0.000155023,8.659069e-7,0.0001486475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03231723,"threshold_uncertainty_score":0.06425822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143832739657256,"score_gpt":0.2990915741796892,"score_spread":0.2847083002139636,"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."}}