{"id":"W2954499677","doi":"10.1158/1538-7445.am2019-4191","title":"Abstract 4191: The worldwide female breast cancer incidence and survival, 2018","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Cancer; Medicine; Incidence (geometry); Population; Demography; Cancer registry; Epidemiology; International agency; Epidemiology of cancer; Relative survival; Gynecology; 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":[0.0004904382,0.0001142606,0.0001067788,0.00004515446,0.0001824027,0.00007678139,0.0003113768,0.00008228412,0.0006112311],"category_scores_gemma":[0.00004199089,0.00008797975,0.00004624003,0.0001441649,0.0003281324,0.000007090067,0.0002011455,0.0001860587,0.00005152977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004307619,"about_ca_system_score_gemma":0.000354916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433455,"about_ca_topic_score_gemma":0.001272062,"domain_scores_codex":[0.9986351,0.00009572448,0.0001280651,0.0004031919,0.0003420089,0.0003959809],"domain_scores_gemma":[0.9990067,0.00004543718,0.00003344142,0.0004721239,0.0002753533,0.000166926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005153761,0.00009058207,0.2938228,0.0002038318,0.00006770756,0.000006002018,0.0001179197,0.00006266504,0.6600085,0.00008628871,0.03805938,0.006958856],"study_design_scores_gemma":[0.00125449,0.0001228594,0.8178078,0.0001533049,0.00001861178,0.000009890266,0.0005894609,0.00001737828,0.08148503,0.0003890668,0.09779054,0.0003615477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815148,0.01459815,0.000004210223,0.0019634,0.0002629244,0.0003136751,0.000170947,0.000006637582,0.001165239],"genre_scores_gemma":[0.9853891,0.01052581,0.00001158725,0.0002704918,0.0006571187,0.0001334347,0.00002086501,0.00002217341,0.002969428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5785235,"threshold_uncertainty_score":0.6692551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831930373437544,"score_gpt":0.3703418126769209,"score_spread":0.3320225089425455,"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."}}