{"id":"W4399305659","doi":"10.19083/tesis/672160","title":"Recurrencia del virus del papiloma humano (VPH) posterior al tratamiento quirúrgico por conización con asa electro quirúrgica (Cono LEEP) y conización con asa larga electro quirúrgico (LLET-Z) en pacientes con displasia cervical de alto grado: una revisión sistemática y metaanálisis","year":2024,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Gynecology; Art","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003374703,0.003542809,0.004941679,0.002964652,0.002148431,0.001578061,0.003658914,0.002889007,0.01056842],"category_scores_gemma":[0.001696718,0.003593744,0.002595272,0.005310502,0.001937087,0.001185329,0.0009643153,0.00576559,0.001183094],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007509571,"about_ca_system_score_gemma":0.006901594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004473639,"about_ca_topic_score_gemma":0.003114545,"domain_scores_codex":[0.9781966,0.002042633,0.003418432,0.005599435,0.004465368,0.006277552],"domain_scores_gemma":[0.9863769,0.002201844,0.001524278,0.002867023,0.003025763,0.004004162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04883962,0.0107983,0.03154754,0.02821845,0.01485201,0.01575054,0.04598286,0.0001198283,0.5370517,0.1086756,0.06747916,0.09068433],"study_design_scores_gemma":[0.04431217,0.02957575,0.2027033,0.01609096,0.030407,0.004904596,0.09634002,0.03259793,0.1273334,0.003373013,0.3915579,0.02080397],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247185,0.04005316,0.001212258,0.004968541,0.001163734,0.005932302,0.002830943,0.0008907898,0.01822981],"genre_scores_gemma":[0.9652117,0.01496742,0.0003753948,0.004045176,0.001313434,0.0003900363,0.005666897,0.0006725186,0.007357398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4097183,"threshold_uncertainty_score":0.9995946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719537480569308,"score_gpt":0.3181069521315225,"score_spread":0.3009115773258294,"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."}}