{"id":"W3156003299","doi":"10.1158/1557-3265.radsci21-ia-027","title":"Abstract IA-027: Dysregulated metabolic and immune pathways underlying radiation fibrosis and lymphedema","year":2021,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Lymphedema; Downregulation and upregulation; Fibrosis; Medicine; Cancer research; Extracellular matrix; Bioinformatics; Cell biology; Cancer; Internal medicine; Biology; Breast cancer; Biochemistry","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":[0.0003037888,0.0005624798,0.000641028,0.0006559083,0.0004674804,0.0009450854,0.0003729714,0.0007208881,0.008456223],"category_scores_gemma":[0.0002532179,0.0002144871,0.000750442,0.0006705502,0.0004560722,0.0003167342,0.0005760004,0.001599399,0.002784203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936824,"about_ca_system_score_gemma":0.0005648354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00049172,"about_ca_topic_score_gemma":0.0005530796,"domain_scores_codex":[0.9996606,0.00004270781,0.00002616748,0.0001097797,0.00008461835,0.00007612518],"domain_scores_gemma":[0.9997755,0.0000224073,0.00007956102,0.00001775134,0.00003759849,0.00006717399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00326116,0.0002407035,0.01494288,0.00272342,0.0002906807,0.002244388,0.0002117694,0.000664909,0.9307176,0.001924538,0.01088289,0.031895],"study_design_scores_gemma":[0.0007239604,0.003160263,0.3063691,0.001508423,0.001512172,0.01819692,0.001519907,0.004867698,0.4628814,0.005966076,0.1930882,0.0002058886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8623102,0.05614838,0.01620126,0.004635102,0.001565634,0.0003425706,0.03442962,0.00151474,0.02285252],"genre_scores_gemma":[0.9258406,0.02153374,0.005973794,0.002484981,0.0003798777,0.0006170842,0.02271617,0.0002659782,0.0201879],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008456223,"threshold_uncertainty_score":0.0282889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417330793573989,"score_gpt":0.4551732197972243,"score_spread":0.3134401404398254,"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."}}