{"id":"W4397007298","doi":"10.1016/j.esmoop.2024.103338","title":"280P Outcomes of women with early-stage triple-negative breast cancer (TNBC) in connection with age and other socio-demographic factors: A population based cohort study","year":2024,"lang":"en","type":"article","venue":"ESMO Open","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan","funders":"","keywords":"Triple-negative breast cancer; Breast cancer; Cohort; Medicine; Connection (principal bundle); Demography; Population; Stage (stratigraphy); Oncology; Triple negative; Cancer; Gynecology; Internal medicine; Environmental health; Biology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005247706,0.0002169152,0.0002723607,0.0006787168,0.0004246657,0.0004881062,0.000303348,0.0003589186,0.001547216],"category_scores_gemma":[0.001139036,0.0003049579,0.0005294911,0.0009960695,0.0001682319,0.0004235903,0.000478334,0.0004471018,0.0003828245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745111,"about_ca_system_score_gemma":0.0005230999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661833,"about_ca_topic_score_gemma":0.01656813,"domain_scores_codex":[0.9997616,0.00005098253,0.00002665302,0.00005379296,0.00004754764,0.00005930055],"domain_scores_gemma":[0.9995133,0.00007003159,0.0001881121,0.00005497802,0.00007780082,0.00009573379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092633,0.00003003066,0.9989786,0.00000741756,0.00004013874,0.00005678204,0.0000324206,0.00001689223,0.00006344578,0.000006398179,0.0000985779,0.0005601453],"study_design_scores_gemma":[0.00001197277,0.0001250917,0.9992257,0.000005506679,0.00003260458,0.0001650426,0.0001129191,0.00009407217,0.00002063254,0.00001433381,0.0001892851,0.000002814597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983755,0.0001593804,0.0000436269,0.00002622342,0.000005199207,0.00001703332,0.001097366,0.000001550327,0.0002740255],"genre_scores_gemma":[0.9985454,0.000164631,0.0000423401,0.00002503783,0.00001085049,0.0000282769,0.0009300167,0.000001272821,0.0002521591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661833,"threshold_uncertainty_score":0.03304321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951620592704526,"score_gpt":0.3187365881717724,"score_spread":0.2992203822447271,"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."}}