{"id":"W4411887244","doi":"10.1097/gox.0000000000006935","title":"Disparities in Breast Cancer–related Lymphedema: A Systematic Review of Inequities and Barriers in Care","year":2025,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Psychosocial; MEDLINE; Psychological intervention; Family medicine; Breast cancer; Health equity; Socioeconomic status; Ethnic group; Survivorship curve; Randomized controlled trial; Gerontology; Cancer; Nursing; Population; Public health; Environmental health; Surgery; Internal medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007125937,0.00064251,0.009321054,0.000483088,0.00004483097,0.00006401708,0.0003282221,0.0002969379,0.0001437515],"category_scores_gemma":[0.00416507,0.0004908633,0.000504876,0.001298803,0.0002660431,0.000222767,0.0003465061,0.00005994083,0.000004586886],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568635,"about_ca_system_score_gemma":0.008315381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303932,"about_ca_topic_score_gemma":0.0002141927,"domain_scores_codex":[0.9948792,0.0008329972,0.002848034,0.0006500678,0.0003618151,0.0004278555],"domain_scores_gemma":[0.9941009,0.003795607,0.00113689,0.000430469,0.0002575316,0.000278653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004813626,0.00003702667,0.0639267,0.9210541,0.0006008861,0.0001114487,0.00005243861,1.409382e-7,3.541095e-9,0.000309111,0.0001148756,0.0137452],"study_design_scores_gemma":[0.0006815494,0.00001546221,0.0020893,0.9894103,0.005061381,0.00106908,0.001081495,0.000002375156,4.193687e-8,0.00006144514,0.0001541252,0.000373425],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003950355,0.9891766,5.329917e-7,0.00002562232,0.000707046,0.00505214,0.002682351,0.00002442396,0.001936254],"genre_scores_gemma":[0.002588985,0.995685,0.00002064812,0.00007682895,0.00002124375,0.001406427,0.0001454041,0.00002496475,0.00003050445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06835628,"threshold_uncertainty_score":0.9997543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920468797172579,"score_gpt":0.3211450653087494,"score_spread":0.3019403773370236,"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."}}