{"id":"W2146518246","doi":"10.1136/sti.2009.041392","title":"Evaluating societal preferences for human papillomavirus vaccine and cervical smear test screening programme","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Human papillomavirus; Cervical screening; Test (biology); Cervical cancer; Papillomaviridae; Gynecology; Virology; Family medicine; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003056904,0.0002377141,0.0002334613,0.0005744991,0.0005258865,0.001330609,0.0002262885,0.0006356782,0.005178366],"category_scores_gemma":[0.01122533,0.00009335222,0.0007478245,0.0005277422,0.0005336051,0.000445395,0.0005264565,0.0003724383,0.0002173939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763452,"about_ca_system_score_gemma":0.001008668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742153,"about_ca_topic_score_gemma":0.02688437,"domain_scores_codex":[0.9984511,0.0007946536,0.00009448619,0.00009087948,0.0003522836,0.0002164969],"domain_scores_gemma":[0.9929249,0.003071139,0.001977528,0.0002355536,0.0008987017,0.0008920906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006153065,0.0004764415,0.9791259,0.00007113026,0.0002583225,0.0001695559,0.001117398,0.001609108,0.000382931,0.0003602739,0.0004940038,0.01531968],"study_design_scores_gemma":[0.0000630592,0.0009929374,0.9892047,0.00004272854,0.00008649085,0.0001273907,0.004627661,0.00308598,0.0002315602,0.0004994284,0.001011382,0.00002674312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983363,0.00003482656,0.00006499611,0.00009583898,0.000002336503,0.00001923395,0.00009976926,9.649784e-7,0.001345719],"genre_scores_gemma":[0.9996934,0.00002119258,0.0000799198,0.00002165837,0.000001642684,0.00001013284,0.00006864784,3.728284e-7,0.0001029548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742153,"threshold_uncertainty_score":0.03464025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09580067942091333,"score_gpt":0.4149116268437333,"score_spread":0.31911094742282,"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."}}