{"id":"W4246400719","doi":"10.2196/preprints.22160","title":"Burden of Cervical Cancer in the Eastern Mediterranean Region During the Years 2000 and 2017: Retrospective Data Analysis of the Global Burden of Disease Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Cervical cancer; Medicine; Per capita; Demography; Population; Gross domestic product; Disease burden; Mortality rate; Ecological study; Gross national income; Disability-adjusted life year; Cancer; Environmental health; Surgery; Economic growth; 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":[0.002118057,0.0003199842,0.0006293347,0.002226331,0.0003159046,0.0006965021,0.0005648317,0.00033705,0.001310805],"category_scores_gemma":[0.005709669,0.0003939983,0.001124012,0.004308148,0.0002277712,0.0006240761,0.001217552,0.0004572826,0.0004045233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205191,"about_ca_system_score_gemma":0.001631859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04045009,"about_ca_topic_score_gemma":0.03637751,"domain_scores_codex":[0.998889,0.0002391293,0.0002796899,0.0002717391,0.0001972291,0.0001232583],"domain_scores_gemma":[0.9977517,0.0002473612,0.0009020478,0.0003198641,0.0006396041,0.0001395456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002042456,0.00001675339,0.9802274,0.000462663,0.0006256536,0.00006550222,0.0002731756,0.0001502219,0.0001039407,0.0001111262,0.0114611,0.006298092],"study_design_scores_gemma":[0.00003137483,0.00003766775,0.9921955,0.0002781865,0.0003445849,0.0001566057,0.0004318501,0.000164026,0.0000997438,0.00006016557,0.006185832,0.00001447648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7410223,0.00697963,0.0008823231,0.0007663819,0.0001339124,0.0003612255,0.246109,0.00007981838,0.003665359],"genre_scores_gemma":[0.8389674,0.004637917,0.001663587,0.0007836108,0.0001518819,0.001122554,0.1515332,0.00005398636,0.00108579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04045009,"threshold_uncertainty_score":0.08042932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0804856371058495,"score_gpt":0.3809260365124132,"score_spread":0.3004403994065638,"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."}}