{"id":"W2106814583","doi":"10.1007/978-1-4614-5586-8_4","title":"Human Papillomavirus Vaccination for the Prevention of Cervical and Other Related Cancers","year":2012,"lang":"en","type":"book-chapter","venue":"Statistics in the health sciences","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakeshore General Hospital","funders":"","keywords":"Cervical cancer; Medicine; Genital tract; Vaccination; Human papillomavirus; HPV vaccines; Clinical trial; Oncology; Cancer; Vaccine efficacy; HPV infection; Internal medicine; Gynecology; Virology; Physiology","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":[0.002379421,0.00009765694,0.0002410964,0.00009424437,0.0002885634,0.00001642738,0.0001696018,0.00008381132,0.0009973098],"category_scores_gemma":[0.00007672048,0.00005275981,0.00003325128,0.00008086409,0.000372706,0.00002345615,0.00003061117,0.0002801456,0.000001997975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437584,"about_ca_system_score_gemma":0.0004443297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008693795,"about_ca_topic_score_gemma":0.002081984,"domain_scores_codex":[0.9986599,0.00005398839,0.0003659977,0.0001796194,0.00050987,0.0002306295],"domain_scores_gemma":[0.9989346,0.0005310446,0.000216945,0.0001539518,0.00009957742,0.00006382917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007941615,0.00002404468,0.0004223705,0.0008774497,0.00002145533,5.349614e-7,0.001436038,0.000003783178,0.000001369824,0.7570459,0.002209277,0.2378783],"study_design_scores_gemma":[0.002187158,0.003868192,0.1313546,0.0004712738,0.0001968189,0.00002046192,0.0008763175,0.001721828,0.000007775282,0.7717605,0.08726697,0.0002680647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001122363,0.095055,0.008954886,0.02381854,0.001538088,0.01586815,0.002649516,0.00006066421,0.8509328],"genre_scores_gemma":[0.8607536,0.0164883,0.006413401,0.006659949,0.001033202,0.0004078809,0.0001685301,0.0001116777,0.1079635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8596312,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1293715079167026,"score_gpt":0.4606629865146742,"score_spread":0.3312914785979716,"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."}}