{"id":"W2733312278","doi":"10.1002/ijgo.12187","title":"Optimizing secondary prevention of cervical cancer: Recent advances and future challenges","year":2017,"lang":"en","type":"review","venue":"International Journal of Gynecology & Obstetrics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Cervical cancer; Human papillomavirus; Cervical cancer screening; Cancer; Population; Incidence (geometry); Cervical screening; Cancer prevention; Gynecology; Intensive care medicine; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835912,0.0007718771,0.001641429,0.002569577,0.0003876331,0.001533239,0.001120334,0.00167608,0.004016536],"category_scores_gemma":[0.00317044,0.0002958967,0.001000727,0.002560155,0.0007146959,0.001927949,0.0009685955,0.001886789,0.001106419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009486308,"about_ca_system_score_gemma":0.002742498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058258,"about_ca_topic_score_gemma":0.003183866,"domain_scores_codex":[0.9993945,0.0001525363,0.0001080033,0.0001034772,0.0001846564,0.00005676604],"domain_scores_gemma":[0.9980797,0.001228649,0.0001638149,0.00003888748,0.0003982651,0.00009071027],"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":[0.00005379987,0.00006843921,0.0003699705,0.03690778,0.0001118837,0.0001452727,0.0001237347,0.0003437091,0.0003594008,0.004499411,0.019702,0.9373145],"study_design_scores_gemma":[0.00002052422,0.000142541,0.001444216,0.02419766,0.0003117106,0.001385065,0.0003203461,0.0001991754,0.0003034506,0.00426873,0.967373,0.00003359585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005485334,0.9990075,0.00004859815,0.0004887148,0.0001036331,0.00000254363,0.000007301345,0.000003000192,0.0002839298],"genre_scores_gemma":[0.0004054891,0.9991323,0.00009829697,0.0001569082,0.0001093398,0.000002874783,0.00001003769,8.842175e-7,0.00008382054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004016536,"threshold_uncertainty_score":0.01343668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259813042641313,"score_gpt":0.4532292259857496,"score_spread":0.3272479217216183,"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."}}