{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008856814,0.0002487615,0.0005181163,0.0006981618,0.00756148,0.00592366,0.001458145,0.002891273,0.003368988],"category_scores_gemma":[0.01939113,0.00030002,0.0003238326,0.00185423,0.008966604,0.003897704,0.00197811,0.004278724,0.0004473602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03256774,"about_ca_system_score_gemma":0.100325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7454132,"about_ca_topic_score_gemma":0.8669131,"domain_scores_codex":[0.9936878,0.002891709,0.0002551666,0.0004244042,0.001058101,0.001682942],"domain_scores_gemma":[0.9876071,0.006541094,0.00088246,0.0001777723,0.003232028,0.001559519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001926938,0.0002106685,0.1932615,0.005817747,0.000225226,0.002984828,0.2785709,0.001095385,0.004986669,0.08541083,0.1074845,0.3197591],"study_design_scores_gemma":[0.0000205181,0.0001779541,0.04874697,0.004007307,0.0001059331,0.0007872413,0.6590908,0.0003309317,0.001832866,0.01695313,0.2677836,0.0001627489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09606292,0.01829584,0.001538604,0.864526,0.001265703,0.00009234778,0.0002448192,0.00002163385,0.01795216],"genre_scores_gemma":[0.7854897,0.06170208,0.003831381,0.1362308,0.000435384,0.0001549871,0.0001672462,0.00003479096,0.01195352],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7454132,"threshold_uncertainty_score":0.5121721,"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."}}