{"id":"W2075002280","doi":"10.1016/j.vaccine.2008.06.020","title":"Recommendations for Cervical Cancer Prevention in Asia Pacific","year":2008,"lang":"en","type":"article","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Cervical cancer; Medicine; Vaccination; Dysplasia; Cancer; Disease; HPV vaccines; Cancer prevention; Cervical screening; Gynecology; Environmental health; Family medicine; HPV infection; Immunology; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001197717,0.00006646326,0.0001718979,0.0001186498,0.00006163027,0.000004466093,0.00004614766,0.00005475417,0.008750247],"category_scores_gemma":[0.00005361214,0.00005661341,0.00006437089,0.000288647,0.00000517116,0.00004788541,0.00001960047,0.0001437825,0.00002835402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217031,"about_ca_system_score_gemma":0.0001247609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00015661,"about_ca_topic_score_gemma":0.0005809397,"domain_scores_codex":[0.9992926,0.00001932887,0.0001891532,0.0001720513,0.0001238213,0.0002030553],"domain_scores_gemma":[0.9995781,0.0000498926,0.00002096896,0.0001405058,0.0001129013,0.00009768855],"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":[0.002583736,0.001120875,0.364572,0.0004375823,0.0000892157,0.00003145312,0.0006031439,0.00001038822,0.001074777,0.001009584,0.2348505,0.3936167],"study_design_scores_gemma":[0.004946108,0.0003543111,0.782325,0.00003619988,0.00002396422,0.00002131369,0.00009158919,0.0005836913,0.0008087562,0.0005627782,0.2101573,0.00008899905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6505643,0.004706386,0.003290418,0.2635548,0.0009293047,0.005156546,0.0001660407,0.0002612127,0.07137096],"genre_scores_gemma":[0.9910012,0.0008033888,0.0006393721,0.0002399165,0.0003127509,0.0003070803,0.0001209019,0.00001541976,0.006559918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.417753,"threshold_uncertainty_score":0.9921559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08711012240390593,"score_gpt":0.3982426622340572,"score_spread":0.3111325398301513,"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."}}