{"id":"W4281487879","doi":"10.3390/curroncol29050303","title":"HPV Vaccination: An Underused Strategy for the Prevention of Cancer","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Vaccination; Cancer prevention; HPV vaccines; Cancer; Family medicine; Virology; Cervical cancer; Immunology; Internal medicine; HPV infection","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005201327,0.0001653394,0.001015123,0.0001255273,0.0001037636,0.0000083149,0.00025886,0.0001602946,0.03998106],"category_scores_gemma":[0.00008643324,0.0001050347,0.0004102786,0.0002950243,0.00004654279,0.00002883814,0.00008552145,0.0005754395,0.000003937993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007497203,"about_ca_system_score_gemma":0.002696066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003470655,"about_ca_topic_score_gemma":0.0003115747,"domain_scores_codex":[0.9984778,0.0002598917,0.000465394,0.0002918103,0.0002808463,0.0002243277],"domain_scores_gemma":[0.9985055,0.0006283256,0.0002767738,0.0003154051,0.0001854623,0.00008851379],"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":[0.00009269497,0.0004153051,0.000007053442,0.01797645,0.0001557595,9.284905e-7,0.00002978438,0.000001879835,3.050808e-8,0.0006095901,0.001766117,0.9789444],"study_design_scores_gemma":[0.001062004,0.001599219,0.0004449159,0.0001867482,0.001509904,0.000007360782,0.00005517698,0.00007636907,3.953635e-7,0.0002601728,0.9947079,0.00008978719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001410111,0.9921173,0.0001914258,0.000166239,0.001018889,0.002516312,0.0001018653,0.00001501618,0.003871518],"genre_scores_gemma":[0.00006167201,0.9955696,0.000009715983,0.00001876244,0.0007554683,0.002563202,0.0004931365,0.00002800563,0.0005004694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9929419,"threshold_uncertainty_score":0.9608966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6450878488709967,"score_gpt":0.633779893411851,"score_spread":0.01130795545914565,"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."}}