{"id":"W4379229810","doi":"10.1016/j.breast.2023.06.001","title":"Does age affect outcome with breast cancer?","year":2023,"lang":"en","type":"article","venue":"The Breast","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Stage (stratigraphy); Internal medicine; Cancer; Oncology; Pathological; Cohort; Disease; Mastectomy; Retrospective cohort study; Population; Chemotherapy; Hormonal therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001059298,0.0002068553,0.0001693756,0.0000281166,0.0001891633,0.00002648337,0.00023634,0.00005256043,0.00004047284],"category_scores_gemma":[0.000004899987,0.00008778124,0.00007729625,0.0002074143,0.0001793965,0.000003410601,0.0001658281,0.00007093878,0.00007726585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002854328,"about_ca_system_score_gemma":0.00003842938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927993,"about_ca_topic_score_gemma":0.000926395,"domain_scores_codex":[0.999048,0.00004576462,0.0001100725,0.0003111008,0.0001526989,0.0003323604],"domain_scores_gemma":[0.9993849,0.00002008959,0.00005454609,0.0004379059,0.00004551739,0.00005704469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001168052,0.0001424054,0.9352662,0.00007816211,0.001107948,0.0001159707,0.0004444782,0.0001927221,0.01929686,0.0002055178,0.01262063,0.02936106],"study_design_scores_gemma":[0.0007564563,0.00004524347,0.9925252,0.00003028112,0.00008825499,0.00030772,0.0002107462,0.000005397981,0.00196388,0.00004368474,0.003807402,0.0002157329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860601,0.0001976721,0.00002530808,0.01111838,0.0003323504,0.0002936604,0.0007366383,0.0001334539,0.001102443],"genre_scores_gemma":[0.9961609,0.0001230212,0.00001903625,0.000312742,0.0005070916,0.000150055,0.00008406172,0.00003703872,0.002606031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05725901,"threshold_uncertainty_score":0.3579615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188836347669754,"score_gpt":0.2749742049590731,"score_spread":0.2630858414823756,"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."}}