{"id":"W3080625951","doi":"10.1188/20.onf.518-538","title":"ONS Guidelines™ for Cancer Treatment–Related Lymphedema","year":2020,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Lymphedema; Medicine; Radiation therapy; Secondary lymphedema; Cancer; Productivity; Lymphatic system; Breast cancer; Oncology; Intensive care medicine; Physical therapy; Internal medicine; Pathology","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":[0.001902718,0.0004820165,0.0004901028,0.001184996,0.0009252112,0.001277574,0.001426915,0.002371005,0.1389037],"category_scores_gemma":[0.008630757,0.0002214829,0.001109608,0.001226301,0.0005795151,0.00123336,0.00145968,0.003039556,0.03969778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174393,"about_ca_system_score_gemma":0.006060896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006079332,"about_ca_topic_score_gemma":0.02718294,"domain_scores_codex":[0.9968015,0.001209088,0.0004280883,0.0001506752,0.001192805,0.0002177904],"domain_scores_gemma":[0.9928424,0.001790949,0.0007799537,0.0001876538,0.00340743,0.0009915228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004239013,0.00003759378,0.0003530129,0.00144781,0.00001690469,0.00009387619,0.00004317956,0.00006834857,0.0001453406,0.001314594,0.8698838,0.1265532],"study_design_scores_gemma":[0.00004198879,0.00003441721,0.0008833518,0.002188082,0.00001345759,0.0001986023,0.00003185902,0.00002228696,0.00004620362,0.000721702,0.9958126,0.000005503194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002883067,0.07573323,0.002659595,0.1219183,0.02454851,0.002622921,0.009686189,0.0006818911,0.7592663],"genre_scores_gemma":[0.03656184,0.2012786,0.02151951,0.1203372,0.01454592,0.003834412,0.0247578,0.0006518702,0.5765128],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1389037,"threshold_uncertainty_score":0.4646792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414206662295698,"score_gpt":0.447530503043669,"score_spread":0.3061098368140992,"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."}}