{"id":"W4387234499","doi":"10.14218/csp.2023.00003","title":"Why Can’t We Prevent HPV-Linked Preventable Cancers Using HPV Vaccine?","year":2023,"lang":"en","type":"article","venue":"Cancer Screening and Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Human papilloma virus; Medicine; Key (lock); Vaccination; Psychology; Family medicine; Cervical cancer; Cancer; Immunology; Sociology; Computer science; Computer security; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004601965,0.0002296426,0.0003983639,0.0002382521,0.000267497,0.00006298796,0.0001173969,0.0001371564,0.003665629],"category_scores_gemma":[0.00004334409,0.0002168964,0.0001664448,0.0007797377,0.00004683339,0.0001633218,0.000135328,0.0003517818,0.00001037444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003853028,"about_ca_system_score_gemma":0.0004143052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005093206,"about_ca_topic_score_gemma":0.002011768,"domain_scores_codex":[0.9979582,0.0001145165,0.0003492965,0.0005207892,0.0004726083,0.0005845695],"domain_scores_gemma":[0.999055,0.00005769017,0.0001080345,0.0002996417,0.0001478304,0.0003317909],"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":[0.0009150439,0.00007013612,0.01124524,0.001384425,0.0003856277,0.00003447137,0.0006201012,0.00144712,0.001797655,0.00005389087,0.0354398,0.9466065],"study_design_scores_gemma":[0.01798933,0.002243396,0.5490835,0.003256049,0.001880715,0.0001657422,0.002070423,0.09405541,0.00950441,0.00497601,0.3128501,0.001924926],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628754,0.05563342,0.02556951,0.03411957,0.002126933,0.005610552,0.0002958613,0.001291165,0.01247758],"genre_scores_gemma":[0.9543414,0.01730978,0.002482152,0.00191417,0.001585929,0.0004661155,0.0002632041,0.0001378649,0.02149935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9446816,"threshold_uncertainty_score":0.9972451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0993151043465661,"score_gpt":0.3949533002119929,"score_spread":0.2956381958654268,"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."}}