{"id":"W2952463257","doi":"10.1136/bmjopen-2018-025129","title":"Natural history, dynamics, and ecology of human papillomaviruses in genital infections of young women: protocol of the PAPCLEAR cohort study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"H2020 European Research Council; Centre National de la Recherche Scientifique; European Commission","keywords":"Medicine; Epidemiology; Population; Vaccination; HPV infection; Immunology; Papillomaviridae; Natural history; Bacterial vaginosis; Genotyping; Cohort study; Biology; Cervical cancer; Gynecology; Genetics; Internal medicine; Cancer; Genotype; 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":[0.009858472,0.001831296,0.00169504,0.001591223,0.002205763,0.001169481,0.001852534,0.002064386,0.009430675],"category_scores_gemma":[0.006942411,0.00138932,0.001446969,0.00202694,0.0007531522,0.0009852655,0.001823934,0.001372181,0.003965403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876424,"about_ca_system_score_gemma":0.006110163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139291,"about_ca_topic_score_gemma":0.009926882,"domain_scores_codex":[0.9950956,0.002373826,0.0006860503,0.0009762493,0.0003885622,0.0004797458],"domain_scores_gemma":[0.9957074,0.0003546953,0.0006973024,0.001120223,0.001559131,0.0005612025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0661177,0.0112811,0.7571552,0.006590736,0.001578809,0.001636702,0.004566286,0.003362468,0.007492901,0.004182774,0.06546325,0.07057211],"study_design_scores_gemma":[0.01019941,0.01727128,0.8865,0.001272812,0.0007003607,0.0008917924,0.002356093,0.001885094,0.001862718,0.001892052,0.0749031,0.0002652027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1986851,0.001758467,0.01465192,0.0006893247,0.0003438785,0.7000858,0.07350169,0.0002924212,0.009991425],"genre_scores_gemma":[0.1426018,0.0008301644,0.01814774,0.0008250147,0.0002001577,0.805079,0.027767,0.00007509322,0.004473954],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01139291,"threshold_uncertainty_score":0.0521372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626030307086385,"score_gpt":0.4218034779918723,"score_spread":0.3755431749210085,"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."}}