{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005690127,0.0001994594,0.0003160021,0.0001260893,0.0006210154,0.00009707218,0.00009169004,0.0002000221,0.001449275],"category_scores_gemma":[0.0003972649,0.0001686116,0.0001302718,0.0003544187,0.0001377956,0.0001219812,0.00003201854,0.0008206546,0.000007101663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002432491,"about_ca_system_score_gemma":0.0001653475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114718,"about_ca_topic_score_gemma":0.002588855,"domain_scores_codex":[0.9983235,0.00003947478,0.0003321129,0.000423772,0.000366609,0.0005145545],"domain_scores_gemma":[0.9984951,0.000493479,0.00004623616,0.0002247313,0.0004030236,0.0003374255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002267716,0.001235512,0.2524623,0.0006148329,0.0002585657,0.000004117214,0.0007944741,0.000004119221,0.1316126,0.001023415,0.0001751117,0.6115881],"study_design_scores_gemma":[0.008294022,0.007015056,0.9651086,0.000045309,0.0004412603,0.00009280164,0.0003770454,0.003978842,0.002340358,0.003178292,0.008711109,0.0004173554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900324,0.0001537392,0.003013689,0.001342641,0.0001310006,0.00146023,0.00005453797,0.0002654456,0.00354636],"genre_scores_gemma":[0.9929219,0.00002688947,0.005439291,0.0002354309,0.0005032949,0.0003707274,0.0001146569,0.00003951879,0.0003482139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7126462,"threshold_uncertainty_score":0.9994636,"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."}}