{"id":"W4224982633","doi":"10.34117/bjdv8n3-124","title":"A imunoterapia com uso da vacinação contra o HPV na prevenção do câncer de colo de útero: uma revisão sistemática / HPV vaccine immunotherapy for cervical cancer prevention: a systematic review","year":2022,"lang":"pt","type":"review","venue":"Brazilian Journal of Development","topic":"Women's cancer prevention and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01026861,0.001734579,0.008704151,0.0008205823,0.000684188,0.0003455462,0.001945513,0.0004815937,0.02539431],"category_scores_gemma":[0.0006027362,0.00146009,0.003198988,0.001178795,0.00009222611,0.0003308934,0.0004233639,0.001747726,0.00006526348],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00741467,"about_ca_system_score_gemma":0.009373163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006919424,"about_ca_topic_score_gemma":0.00001167218,"domain_scores_codex":[0.9834877,0.003150431,0.008467012,0.001182741,0.002013705,0.001698431],"domain_scores_gemma":[0.9883339,0.0007798294,0.007514702,0.001404052,0.0008856898,0.001081762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008170907,0.0009944029,0.00004962552,0.6380768,0.009597439,0.0002640936,0.001543053,0.000005537497,0.000006409371,0.00009830966,0.01367896,0.3348683],"study_design_scores_gemma":[0.006624839,0.001214624,0.0002471868,0.4239757,0.009441848,0.001295644,0.000437019,0.0000282282,0.000007506127,0.0000486737,0.5557558,0.0009229103],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005034327,0.9635122,0.01361326,0.003449501,0.002045349,0.01692642,0.0001033676,0.00005920178,0.000240293],"genre_scores_gemma":[0.0004088192,0.9570725,0.005630164,0.005199086,0.0005375678,0.007167978,0.0001654859,0.0003065459,0.02351187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5420768,"threshold_uncertainty_score":0.99954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559016787916031,"score_gpt":0.3529583881048458,"score_spread":0.3173682202256855,"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."}}