{"id":"W2773337428","doi":"10.1371/journal.pone.0189534","title":"Knowledge about human papillomavirus and prevention of cervical cancer among women of Arkhangelsk, Northwest Russia","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psychological intervention; Human papillomavirus; Context (archaeology); Cervical cancer; Family medicine; Young adult; Cancer prevention; HPV vaccines; Gynecology; Demography; Test (biology); Gerontology; HPV infection; Cancer; Nursing; Internal medicine; Geography","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":[0.0003573689,0.0001120913,0.0001940392,0.0004301036,0.0004149193,0.0003566794,0.0002493347,0.0002053755,0.001715304],"category_scores_gemma":[0.0009552243,0.0001434645,0.0001533477,0.0005078398,0.0002188772,0.0002796575,0.0004364392,0.0002188042,0.000137138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005075255,"about_ca_system_score_gemma":0.0009327474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03380347,"about_ca_topic_score_gemma":0.02943005,"domain_scores_codex":[0.9998136,0.00004437428,0.00001889806,0.00003644744,0.00003588549,0.00005074622],"domain_scores_gemma":[0.9996545,0.00008478505,0.00015548,0.00001456492,0.00003303333,0.00005760813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000319821,0.00004405939,0.9962915,0.00003004535,0.0000101578,0.00008934957,0.0008974719,0.00003016729,0.0001880501,0.00002860788,0.00008497044,0.002273633],"study_design_scores_gemma":[0.000001561992,0.00003729055,0.9983155,0.00001779152,0.000007915008,0.00007007719,0.001301103,0.00004856444,0.00002357834,0.00001230533,0.0001629368,0.000001459451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993235,0.0001249224,0.00001510692,0.00004916574,0.000001957074,0.00000390241,0.0001446043,8.985658e-7,0.0003359024],"genre_scores_gemma":[0.9996291,0.0001049494,0.00001987301,0.00001001494,0.000001661864,0.000005890035,0.00008228936,2.886306e-7,0.0001458701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03380347,"threshold_uncertainty_score":0.06721342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065567522646922,"score_gpt":0.3717973685186613,"score_spread":0.2652406162539691,"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."}}