{"id":"W2063199586","doi":"10.1007/s11764-012-0247-5","title":"Quality of life among breast cancer patients with lymphedema: a systematic review of patient-reported outcome instruments and outcomes","year":2012,"lang":"en","type":"review","venue":"Journal of Cancer Survivorship","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":235,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute","keywords":"Lymphedema; Medicine; Quality of life (healthcare); Breast cancer; Physical therapy; Psychological intervention; Survivorship curve; MEDLINE; Evidence-based medicine; Cancer; Alternative medicine; Internal medicine; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001812038,0.0006433471,0.009891262,0.0003393032,0.00003556329,0.00001658317,0.0002649388,0.0002288095,0.0001327927],"category_scores_gemma":[0.001060924,0.0003426349,0.001095189,0.0004735322,0.0001609213,0.0002663391,0.00007330894,0.00008663289,0.00000102659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004294506,"about_ca_system_score_gemma":0.001710793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003053383,"about_ca_topic_score_gemma":0.0002949107,"domain_scores_codex":[0.989951,0.00100684,0.006491632,0.0002794875,0.001920835,0.0003501639],"domain_scores_gemma":[0.9811091,0.0005191043,0.01561328,0.0006097019,0.001497759,0.0006511013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008671248,0.0002427557,0.5024607,0.4897302,0.00222299,0.000003413507,0.00005147743,3.15427e-8,1.465985e-8,0.000002314177,0.000008606429,0.005190816],"study_design_scores_gemma":[0.001684456,0.0001194754,0.3528452,0.6279809,0.01687881,0.00005248634,0.00005099163,6.968348e-8,2.126754e-7,0.000001115887,0.0001441443,0.0002421474],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1238559,0.872914,0.000001452463,0.00003070476,0.0006215568,0.002250064,0.000274152,0.000007784349,0.00004440079],"genre_scores_gemma":[0.2024837,0.7969869,0.0000163292,0.0001508667,0.0001024867,0.0001413421,0.00001665031,0.00006058823,0.00004108864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1496155,"threshold_uncertainty_score":0.9999025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318526921444058,"score_gpt":0.3651127419731861,"score_spread":0.3019274727587455,"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."}}