{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011499,0.0006731151,0.0004381821,0.004236155,0.0002909922,0.001479476,0.0006176732,0.000538435,0.03473256],"category_scores_gemma":[0.003324516,0.0002230028,0.0005635631,0.006356269,0.0002160015,0.001129231,0.001194693,0.0009374575,0.02058777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285739,"about_ca_system_score_gemma":0.001835612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268126,"about_ca_topic_score_gemma":0.006321223,"domain_scores_codex":[0.9992731,0.00007755184,0.0001049972,0.0001157822,0.0003250217,0.0001036964],"domain_scores_gemma":[0.9981247,0.0001477799,0.0004859849,0.00009192645,0.0008730536,0.0002766752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002140248,0.00003979057,0.0644462,0.001173847,0.00007621462,0.00009660477,0.00009515296,0.0001994059,0.0002358398,0.00113933,0.7682654,0.1640183],"study_design_scores_gemma":[0.00004068006,0.0000670523,0.3652764,0.001512058,0.00008737891,0.0005227387,0.0002563281,0.0002308637,0.0003121813,0.0006183239,0.631052,0.00002397045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02881067,0.07952064,0.001719459,0.01757168,0.006195994,0.0003431669,0.7596833,0.001568493,0.1045866],"genre_scores_gemma":[0.133548,0.05871783,0.002542023,0.003340944,0.007691704,0.0006197719,0.7259381,0.0006097066,0.06699198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03473256,"threshold_uncertainty_score":0.116192,"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."}}