{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157971,0.0002283386,0.0005679224,0.0008341904,0.0003176359,0.0009188859,0.0005390221,0.0007484964,0.002903612],"category_scores_gemma":[0.01192702,0.0001242105,0.0008440905,0.001743878,0.0004081244,0.001325277,0.0005383441,0.0009430399,0.0006080168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566177,"about_ca_system_score_gemma":0.0003629091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590489,"about_ca_topic_score_gemma":0.003554844,"domain_scores_codex":[0.9986086,0.0004990055,0.0001895015,0.0002588499,0.0002208266,0.0002231317],"domain_scores_gemma":[0.9931198,0.002242755,0.002950101,0.0004819172,0.0004712421,0.0007342325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001623617,0.00002780135,0.9902207,0.0000550568,0.0001628676,0.0001195356,0.0001140959,0.00005984293,0.00006923461,0.0001432469,0.000505274,0.008359975],"study_design_scores_gemma":[0.000005024532,0.00009817279,0.9967526,0.00008219722,0.000111448,0.0004104544,0.0002140315,0.0001234176,0.00005622571,0.0004295276,0.001709058,0.000008011013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460642,0.03663074,0.0007876626,0.005315144,0.0005241298,0.00003089664,0.002185693,0.00002279734,0.008438858],"genre_scores_gemma":[0.9947525,0.003469298,0.0001119368,0.000372977,0.0003540311,0.000008729847,0.0005106209,0.00001083783,0.0004091586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002903612,"threshold_uncertainty_score":0.01141256,"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."}}