{"id":"W2107653987","doi":"10.1586/14760584.6.4.511","title":"Prophylactic human papillomavirus vaccines: potential for sea change","year":2007,"lang":"en","type":"review","venue":"Expert Review of Vaccines","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Human papillomavirus; Vaccination; Disease; Cervix; Psychosocial; HPV vaccines; HPV infection; Clinical trial; Immunology; Randomized controlled trial; Gynecology; Intensive care medicine; Cancer; Cervical cancer; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009264084,0.0007929574,0.005225187,0.0004340244,0.0001377179,0.00002498473,0.0005377671,0.0004175982,0.004786823],"category_scores_gemma":[0.0004345393,0.0005130087,0.002154491,0.0008164164,0.00004146144,0.0001175383,0.0001945251,0.0005565627,0.00008168299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207731,"about_ca_system_score_gemma":0.0004065683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556313,"about_ca_topic_score_gemma":0.00001837673,"domain_scores_codex":[0.9957244,0.0001580272,0.00181288,0.0008125186,0.0007634743,0.0007286746],"domain_scores_gemma":[0.9966869,0.0002098781,0.0006753314,0.001125303,0.0009215928,0.000381046],"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":[0.00005241909,0.0001456068,0.000002724493,0.4045365,0.0001276478,0.00002431748,0.00001290799,8.367563e-10,0.000002194166,0.00002283529,0.006396363,0.5886765],"study_design_scores_gemma":[0.0009852283,0.0007115638,0.00005990439,0.08368029,0.001618012,0.0001398781,0.000008204968,9.281468e-7,0.00001290545,0.00001372642,0.9123363,0.0004330437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.221349e-7,0.9883556,0.00004356874,0.0004277854,0.0004899324,0.00875611,0.00007419398,0.00007256771,0.001779454],"genre_scores_gemma":[0.00001007866,0.9885774,0.0003816963,0.001287994,0.005572465,0.002492474,0.0006425582,0.0001805637,0.0008548248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9059399,"threshold_uncertainty_score":0.9997321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826326858317518,"score_gpt":0.505952675759416,"score_spread":0.3233199899276642,"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."}}