{"id":"W2086591936","doi":"10.1111/j.1524-4733.2009.00611.x","title":"Cost-Effectiveness of 21 Alternative Cervical Cancer Screening Strategies","year":2009,"lang":"en","type":"article","venue":"Value in Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Papanicolaou stain; Medicine; Triage; Pap test; Cervical cancer; Cost effectiveness; Cohort; Cervical cancer screening; Family medicine; Emergency medicine; Cancer; 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":[0.003867785,0.00120488,0.0009811607,0.00132219,0.0003631197,0.001890044,0.00128876,0.00138306,0.005903808],"category_scores_gemma":[0.01190021,0.0004824612,0.002290975,0.0009469918,0.0005936728,0.001228486,0.00101972,0.000973726,0.0002314127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004453345,"about_ca_system_score_gemma":0.003237926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092957,"about_ca_topic_score_gemma":0.007131942,"domain_scores_codex":[0.9976448,0.001425777,0.0001075022,0.0002221647,0.0003044512,0.000295234],"domain_scores_gemma":[0.9944094,0.004210555,0.0006797693,0.0001400676,0.0002916956,0.0002684966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001992579,0.0005045314,0.01183583,0.0003590205,0.0007111243,0.0001390255,0.00003986032,0.957563,0.0004456239,0.003785573,0.00036209,0.02226167],"study_design_scores_gemma":[0.001404044,0.006447622,0.01763985,0.0003849799,0.001757049,0.0003687141,0.0002546752,0.9600207,0.00127877,0.00765724,0.002690636,0.00009580852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623594,0.003512962,0.01718979,0.001169644,0.00007919761,0.000915774,0.00194875,0.00009167373,0.01273282],"genre_scores_gemma":[0.9942398,0.0008075109,0.003536819,0.0001183694,0.000009030756,0.0002264018,0.0003221081,0.000006559297,0.0007334024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092957,"threshold_uncertainty_score":0.03231144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947267208665033,"score_gpt":0.4735913633878683,"score_spread":0.278864642521365,"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."}}