{"id":"W2150660638","doi":"10.2217/whe.09.57","title":"Effectiveness of Cervical Cancer Screening at Different Ages","year":2009,"lang":"en","type":"article","venue":"Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Cervical cancer screening; Cervical screening; Gynecology; Cancer; Population; Obstetrics; Demography; Internal medicine; Environmental health","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":[0.01663315,0.0007159628,0.001761684,0.002016361,0.0006542506,0.001307202,0.001213505,0.001912118,0.005051567],"category_scores_gemma":[0.06623664,0.0003581277,0.004817771,0.001612217,0.0007699981,0.002553916,0.001411281,0.001061719,0.0005558085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203785,"about_ca_system_score_gemma":0.001434166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006409937,"about_ca_topic_score_gemma":0.005184344,"domain_scores_codex":[0.9787048,0.0129925,0.001416578,0.001711791,0.004188742,0.0009856271],"domain_scores_gemma":[0.967309,0.02092178,0.00521077,0.002464416,0.001943316,0.002150768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06309643,0.006119559,0.3924548,0.003311496,0.005871928,0.0004412158,0.001076368,0.01022881,0.0009903867,0.002992797,0.004594559,0.5088217],"study_design_scores_gemma":[0.003276403,0.04399027,0.9219737,0.001398804,0.006912919,0.000907823,0.00090323,0.006570208,0.002881791,0.00343256,0.007551967,0.0002003454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308379,0.0349804,0.001064821,0.004784367,0.0004194212,0.0006265936,0.004296315,0.00008014029,0.02290998],"genre_scores_gemma":[0.9942778,0.002670542,0.0007079331,0.0004311805,0.0001312717,0.0001408528,0.0007166808,0.00001135663,0.0009123908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01663315,"threshold_uncertainty_score":0.08796555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860517664271555,"score_gpt":0.3980330872418325,"score_spread":0.3594279105991169,"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."}}