{"id":"W2097041724","doi":"10.1093/aje/kwt171","title":"Counterpoint: Cervical Cancer Screening Guidelines--Approaching the Golden Age","year":2013,"lang":"en","type":"letter","venue":"American Journal of Epidemiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Cervical cancer screening; Cervical cancer; Family medicine; Cervical screening; Cancer screening; Cancer","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":[0.005054,0.0007660997,0.0008742735,0.0009913415,0.004425858,0.00387803,0.002014035,0.05895556,0.006876646],"category_scores_gemma":[0.03733559,0.00053523,0.00126046,0.0009382908,0.003938775,0.005680523,0.001807796,0.04233352,0.003795701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006340333,"about_ca_system_score_gemma":0.006325102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009433349,"about_ca_topic_score_gemma":0.01123051,"domain_scores_codex":[0.9942883,0.001907106,0.0008123556,0.0007273767,0.001554628,0.0007101555],"domain_scores_gemma":[0.9888409,0.00565042,0.000845447,0.0002723944,0.002893676,0.001497246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003252938,0.00003758548,0.001048035,0.00006553312,0.000007383938,0.002671648,0.0004404694,0.00009072664,0.0001858712,0.006416969,0.9797755,0.009227794],"study_design_scores_gemma":[0.0001082347,0.00009861409,0.001738598,0.0007150376,0.00002490341,0.008971264,0.001512332,0.0007427508,0.0003110955,0.01157792,0.9741262,0.00007316003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003580246,0.0003606707,0.00008976725,0.9909928,0.006158397,0.00001052255,0.00002189341,0.00002075275,0.001987087],"genre_scores_gemma":[0.003412706,0.0004531018,0.0003615229,0.9819165,0.01089536,0.00002919632,0.00001753438,0.00001517874,0.002898924],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05895556,"threshold_uncertainty_score":0.04600263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684877586595777,"score_gpt":0.4399654823644323,"score_spread":0.2714777237048546,"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."}}