{"id":"W4285005238","doi":"10.1186/s13690-022-00918-y","title":"Burden of female breast cancer in the Middle East and North Africa region, 1990–2019","year":2022,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Shahid Beheshti University of Medical Sciences; Institute for Health Metrics and Evaluation","keywords":"Middle East; Breast cancer; Medicine; Public health; Cancer; Demography; Gynecology; Geography; Internal medicine; Pathology","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":[0.0008925267,0.0003297771,0.0002426334,0.001116991,0.0002379933,0.0005445202,0.0002421474,0.0002503144,0.001376339],"category_scores_gemma":[0.002164375,0.0001511728,0.0005928631,0.002364296,0.0001666282,0.000501741,0.00072116,0.0003912098,0.0002721167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189898,"about_ca_system_score_gemma":0.002136467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08127006,"about_ca_topic_score_gemma":0.09229159,"domain_scores_codex":[0.9995189,0.0001233436,0.00006680899,0.00006715982,0.0001188072,0.0001049682],"domain_scores_gemma":[0.9995705,0.00004404366,0.0002308845,0.00001370747,0.0001018382,0.00003884238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000633018,0.00005868081,0.8607691,0.003055305,0.001113999,0.001339319,0.002545352,0.001861655,0.001690058,0.001510464,0.02601652,0.09940656],"study_design_scores_gemma":[0.00002192221,0.0000582568,0.9573996,0.000919555,0.0002083471,0.001093098,0.0009521492,0.0003631223,0.0001662411,0.0001878294,0.03861488,0.00001502873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8191349,0.09273917,0.0008260672,0.007634797,0.0003930235,0.0001644182,0.06774324,0.00007545964,0.01128892],"genre_scores_gemma":[0.9549045,0.02658514,0.00102343,0.0006945113,0.0001531756,0.0001391364,0.01508477,0.00001432379,0.001400982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08127006,"threshold_uncertainty_score":0.161594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2062533573491888,"score_gpt":0.3289724134706662,"score_spread":0.1227190561214774,"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."}}