{"id":"W3024338638","doi":"10.14740/wjon1278","title":"Breast Cancer Incidence and Behavior in Younger Patients: A Study From the Surveillance, Epidemiology and End Results Database","year":2020,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Surveillance, Epidemiology, and End Results; Incidence (geometry); Logistic regression; Epidemiology; Cancer; Cancer registry; Guideline; Demography; Gynecology; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00139993,0.0002433983,0.0007614945,0.001741204,0.0004538153,0.000615045,0.000465734,0.0004476633,0.001185212],"category_scores_gemma":[0.002998189,0.0004075624,0.0006730452,0.003701046,0.0001633119,0.0008270303,0.0006448464,0.0005959083,0.0003023876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060555,"about_ca_system_score_gemma":0.0006224496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009808881,"about_ca_topic_score_gemma":0.01115039,"domain_scores_codex":[0.998859,0.0002662481,0.0002657866,0.0002223389,0.0002610441,0.000125636],"domain_scores_gemma":[0.9978133,0.0003709394,0.001114772,0.0001785286,0.0002437994,0.000278582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006948008,0.00002863652,0.9987735,0.00002930172,0.00005627135,0.00004843572,0.00008765215,0.00001261272,0.00005944822,0.00001058811,0.0002364993,0.0005876154],"study_design_scores_gemma":[0.00001427319,0.00004568879,0.9990082,0.00001957001,0.00005106703,0.0001870609,0.0002179888,0.0001003482,0.00002295285,0.000008737597,0.0003209093,0.000003281815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918571,0.0006864871,0.0001163311,0.00009155802,0.00000776543,0.00005144312,0.006710337,0.000005537248,0.0004735498],"genre_scores_gemma":[0.9901244,0.0006878758,0.0002557501,0.0001364862,0.00002257037,0.000112683,0.008499615,0.000004820629,0.0001557931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009808881,"threshold_uncertainty_score":0.01950353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009595920384454,"score_gpt":0.3963947761270101,"score_spread":0.2954351840885647,"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."}}