{"id":"W4413810603","doi":"10.1159/000547583","title":"Breast Cancer-Related Lymphedema: A Common Challenge among Nigerian Breast Cancer Survivors","year":2025,"lang":"en","type":"article","venue":"Breast Care","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute","keywords":"Medicine; Lymphedema; Breast cancer; Cancer; Oncology; Internal medicine; Gynecology","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":[0.00029721,0.0001394868,0.0002052299,0.0003591695,0.0004303252,0.0004602012,0.0001460165,0.000305885,0.001150202],"category_scores_gemma":[0.0009446254,0.0001163053,0.000101744,0.0004721066,0.0002362151,0.0003453497,0.0003038473,0.0002912518,0.0001193276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685692,"about_ca_system_score_gemma":0.0002899725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879238,"about_ca_topic_score_gemma":0.004148258,"domain_scores_codex":[0.9998053,0.00005575292,0.00002235407,0.00002943607,0.00004235557,0.00004485752],"domain_scores_gemma":[0.9994639,0.0001184598,0.00031861,0.0000122828,0.00003494823,0.00005190705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003401047,0.00003700149,0.9942499,0.00004215973,0.00000643962,0.0005364104,0.000340802,0.00001341813,0.0002763011,0.00001866947,0.0001785849,0.004266382],"study_design_scores_gemma":[0.000002460001,0.0001006796,0.9926649,0.00008626492,0.00001236586,0.003339083,0.002968557,0.00009632326,0.00008181182,0.00005108421,0.0005920229,0.000004405803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987189,0.0006438089,0.00002795472,0.000146969,0.00000737785,0.000006403791,0.00006763303,0.000001138844,0.0003799199],"genre_scores_gemma":[0.9992686,0.0004847258,0.00003836779,0.00004522486,0.000009603003,0.00000469576,0.00004595826,3.527706e-7,0.0001024498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879238,"threshold_uncertainty_score":0.003847778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007334196109134614,"score_gpt":0.2704785429510771,"score_spread":0.2631443468419425,"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."}}