{"id":"W3107174808","doi":"10.1371/journal.pone.0242711","title":"Human papillomavirus genotype distribution and factors associated among female sex workers in West Africa","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Institut National de Santé Publique du Québec; Université Laval; The Quebec Population Health Research Network","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Styrelsen för Internationellt Utvecklingssamarbete; Public Health Agency; Public Health Agency of Canada; Bill and Melinda Gates Foundation","keywords":"Genotype; Human papillomavirus; Demography; Sex workers; Distribution (mathematics); Biology; Medicine; Environmental health; Genetics; Population; Internal medicine; Gene; Sociology; Research methodology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002803598,0.0003000489,0.0002132526,0.0006948615,0.0004057969,0.0004347384,0.0002085764,0.0002202772,0.001320377],"category_scores_gemma":[0.000801982,0.0002507762,0.0001426224,0.0008684696,0.0002541532,0.0004021722,0.0002656489,0.0002142883,0.0001866958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312292,"about_ca_system_score_gemma":0.0002688312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355841,"about_ca_topic_score_gemma":0.01634046,"domain_scores_codex":[0.9997385,0.00005650822,0.00002499689,0.00005812516,0.00004406467,0.00007772964],"domain_scores_gemma":[0.9996754,0.00003793311,0.0001882241,0.00001112674,0.00004005393,0.00004737847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001643683,0.00001250753,0.9986841,0.00001138994,0.00000757722,0.00005814847,0.0001491386,0.00001111435,0.0002117079,0.000006563989,0.00002872191,0.0008026169],"study_design_scores_gemma":[0.000001698232,0.0000282422,0.99872,0.00001639429,0.000004769667,0.0001998912,0.0007848449,0.00005087145,0.00005048838,0.000007483915,0.0001337707,0.000001544738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993616,0.0002364508,0.00002857956,0.00003306424,0.000002657641,0.000005525515,0.0001547006,7.889278e-7,0.0001768427],"genre_scores_gemma":[0.9996564,0.000117535,0.00002975143,0.00001308601,0.000002988994,0.000004617768,0.00006990742,5.833818e-7,0.0001050931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355841,"threshold_uncertainty_score":0.026959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404049224657987,"score_gpt":0.3040965463590327,"score_spread":0.163691623893234,"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."}}