{"id":"W2963442044","doi":"10.18502/ijph.v48i7.2948","title":"Breast Cancer in Megapolises of Kazakhstan: Epidemiological Assessment of Incidence and Mortality","year":2020,"lang":"en","type":"article","venue":"Iranian Journal of Public Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Medicine; Incidence (geometry); Breast cancer; Population; Standardized mortality ratio; Cancer; Disease; Mortality rate; Demography; Gynecology; Pediatrics; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003545811,0.0001097568,0.0009228776,0.000113966,0.00002423488,0.000007387378,0.0001494499,0.0000646245,0.0001303468],"category_scores_gemma":[0.0006173417,0.00008011823,0.00009842349,0.0003847232,0.0001501338,0.0002339684,0.00004158936,0.0003922347,1.356953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072665,"about_ca_system_score_gemma":0.002186888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401082,"about_ca_topic_score_gemma":0.0002240448,"domain_scores_codex":[0.9974541,0.0003665407,0.001222448,0.0001509782,0.0005089018,0.0002970381],"domain_scores_gemma":[0.9978335,0.0001340755,0.000910649,0.0001096991,0.0003578692,0.0006541591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008988988,0.00006498848,0.9834459,0.0003129943,0.00004352604,0.0000517437,0.0006686983,0.00004247965,0.0003183781,0.0005411931,0.0002429483,0.01417723],"study_design_scores_gemma":[0.0009367435,0.0008425814,0.9957826,0.0005330041,0.00002040547,0.0003014551,0.0008516764,0.0003815121,0.00002070064,0.000116552,0.0001596725,0.00005310245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402413,0.002242623,0.001096507,0.05600245,0.00005574408,0.0001354455,0.00005414437,0.000004041718,0.0001676976],"genre_scores_gemma":[0.9937853,0.001261284,0.001693354,0.003094341,0.0001568285,0.000001282945,8.562019e-7,0.000005552057,0.000001250116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0535439,"threshold_uncertainty_score":0.3879445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2907284136093141,"score_gpt":0.4777182674735405,"score_spread":0.1869898538642265,"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."}}