{"id":"W4388200997","doi":"10.1200/op.2023.19.11_suppl.117","title":"Diagnostic delay among young women with breast cancer.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Breast cancer; Cohort; Cancer; Population; Young adult; Demographics; Disease; Presentation (obstetrics); Pediatrics; Family medicine; Internal medicine; Obstetrics; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007908062,0.0001581071,0.0003345368,0.000109293,0.0001703987,0.00002701673,0.0001292837,0.0001596099,0.0004791097],"category_scores_gemma":[0.002160597,0.0001258024,0.00003219787,0.0007383321,0.0001666534,0.0005491156,0.00007781427,0.0004773372,0.0004027965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000967767,"about_ca_system_score_gemma":0.0008293082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00313607,"about_ca_topic_score_gemma":0.001027625,"domain_scores_codex":[0.9983562,0.0001429945,0.0002234567,0.0003398028,0.000378792,0.0005587274],"domain_scores_gemma":[0.9970946,0.001808692,0.0002121479,0.0002716579,0.0002762711,0.0003366235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0048842,0.0002506314,0.8699337,0.00007701537,0.0004823548,0.01350012,0.003424736,0.0004323779,0.0002055786,0.0002099481,0.07502162,0.03157768],"study_design_scores_gemma":[0.001956116,0.001321957,0.8345454,0.0001318541,0.0003695955,0.005961364,0.007842895,0.0001634023,0.00001592225,0.00003489655,0.147462,0.0001945721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413108,0.0002299609,0.00006971366,0.02508312,0.0003828471,0.0003997973,0.0000189146,0.0002549193,0.03224988],"genre_scores_gemma":[0.9897443,0.0007273062,0.000616586,0.006274555,0.0004438597,0.0003731508,0.00001298397,0.00002806544,0.001779181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07244041,"threshold_uncertainty_score":0.5245916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04390567066638037,"score_gpt":0.3849539070131776,"score_spread":0.3410482363467973,"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."}}