{"id":"W4411471370","doi":"10.3390/cancers17132072","title":"Screening for Cervical Cancer: A Comprehensive Review of Guidelines","year":2025,"lang":"en","type":"review","venue":"Cancers","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Medicine; Cancer; Medical physics; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007816484,0.0009288887,0.001825552,0.01375691,0.0007014745,0.001825124,0.002087112,0.001627418,0.004347155],"category_scores_gemma":[0.02487358,0.0007566279,0.001951901,0.01166726,0.0006869655,0.002500946,0.001479825,0.00223136,0.001410015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003655051,"about_ca_system_score_gemma":0.0137819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308208,"about_ca_topic_score_gemma":0.02623836,"domain_scores_codex":[0.993785,0.001898277,0.002041413,0.0004012557,0.001695572,0.0001784544],"domain_scores_gemma":[0.9833649,0.007470297,0.002244361,0.0003179399,0.00606203,0.0005404017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005232189,0.00005689283,0.001511679,0.08735603,0.0002552076,0.0002077894,0.0006179546,0.0003981259,0.0003213124,0.0029071,0.1422158,0.7640998],"study_design_scores_gemma":[0.0000322788,0.00008215087,0.005595425,0.2448549,0.00087085,0.0009500894,0.0004021606,0.0001792987,0.00012271,0.001460587,0.7453989,0.00005058394],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003787401,0.9900288,0.0005724371,0.005246197,0.0007020364,0.000161392,0.0005415354,0.00004140812,0.002327519],"genre_scores_gemma":[0.002194055,0.9913195,0.002945203,0.002044901,0.0003202234,0.0001501336,0.0006594319,0.000014462,0.0003521569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01375691,"threshold_uncertainty_score":0.04133797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3002119228403782,"score_gpt":0.5354020449557957,"score_spread":0.2351901221154175,"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."}}