{"id":"W2188038577","doi":"10.82308/17001","title":"Human papillomavirus infection and transmission among couples through heterosexual activity","year":2009,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Concordia University; Canadian Institutes of Health Research; Cancer Research Society; McGill University","keywords":"Medicine; Human papillomavirus; Demography; Gynecology; HPV infection; Transmission (telecommunications); Obstetrics; Heterosexuality; Condom; Cervical cancer; Internal medicine; Homosexuality; Immunology; Cancer; Human immunodeficiency virus (HIV); Psychology; Syphilis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001246716,0.0001585175,0.0002070582,0.0004306677,0.0003686745,0.0008805534,0.0002075164,0.000375888,0.005092239],"category_scores_gemma":[0.006813898,0.0002225928,0.0002948995,0.0006086604,0.0003508451,0.0005963441,0.0004178187,0.0004080849,0.0003395212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010397,"about_ca_system_score_gemma":0.0004209755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016274,"about_ca_topic_score_gemma":0.006347989,"domain_scores_codex":[0.9993781,0.0003548472,0.00002765028,0.00006493148,0.00007893653,0.00009551595],"domain_scores_gemma":[0.9981228,0.0009973162,0.0004747595,0.0001126128,0.000113386,0.0001791609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001159155,0.00005714544,0.9844907,0.00004719611,0.0001170184,0.0001744381,0.0006343843,0.0001704634,0.0001177268,0.0005094751,0.0001696066,0.01339598],"study_design_scores_gemma":[0.0000159757,0.0004977226,0.9903795,0.0001903046,0.0001464991,0.001373576,0.002573095,0.001448856,0.0002192444,0.0009613482,0.002179449,0.00001462127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991201,0.003864062,0.0004449672,0.0003208142,0.00002010454,0.00002372534,0.000297365,0.000005143854,0.00382281],"genre_scores_gemma":[0.9977649,0.001400786,0.0000648467,0.00003964998,0.000009191554,0.000007825942,0.00004504193,9.363278e-7,0.0006667843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016274,"threshold_uncertainty_score":0.02020717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04114146190054796,"score_gpt":0.3235058452076398,"score_spread":0.2823643833070918,"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."}}