{"id":"W4406518634","doi":"10.1016/j.bbadis.2025.167677","title":"The microenvironment of secondary lymphedema. The key to finding effective treatments?","year":2025,"lang":"en","type":"review","venue":"Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Institute of Health Economics; Alberta Health Services","funders":"University Hospital Foundation; University of Alberta","keywords":"Lymphedema; Key (lock); Medicine; Intensive care medicine; Biology; Internal medicine; Breast cancer; Cancer; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002702201,0.0008121232,0.002026391,0.0002423078,0.0002033889,0.00005559902,0.0007495719,0.0001694993,0.00002645024],"category_scores_gemma":[0.0004411724,0.000452429,0.002219011,0.0005665796,0.0003480462,0.00004567735,0.0004287913,0.00006409899,0.00003482098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317744,"about_ca_system_score_gemma":0.001518601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002347967,"about_ca_topic_score_gemma":6.349413e-7,"domain_scores_codex":[0.996186,0.0007828161,0.001037513,0.0008104594,0.0007221347,0.0004611193],"domain_scores_gemma":[0.9956475,0.001026408,0.0008229699,0.001909396,0.00009137661,0.0005023277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003029273,0.007212932,0.00003471915,0.1468005,0.02324858,0.0002816118,0.000855065,0.000004451988,0.05290401,0.0009544826,0.00711902,0.7575553],"study_design_scores_gemma":[0.01231614,0.003453696,0.01393505,0.2003754,0.1598916,0.0000598488,0.0009264441,0.00001681667,0.389675,0.0004348306,0.2146385,0.004276766],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06614283,0.9245128,0.00001643746,0.0009898976,0.0001922706,0.005839585,0.001589736,0.00003557674,0.0006808324],"genre_scores_gemma":[0.1277518,0.8687398,0.00009594768,0.0006658164,0.0001252043,0.001462665,0.0005039163,0.0001239674,0.0005309377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7532786,"threshold_uncertainty_score":0.9997928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209085873942518,"score_gpt":0.3025478449534366,"score_spread":0.2904569862140114,"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."}}