{"id":"W2160315259","doi":"10.1200/jco.2003.04.069","title":"Effect of Upper Extremity Exercise on Secondary Lymphedema in Breast Cancer Patients: A Pilot Study","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":353,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lymphedema; Physical therapy; Quality of life (healthcare); Breast cancer; Anthropometry; Upper limb; Aerobic exercise; Cancer; Physical medicine and rehabilitation; Internal medicine; Nursing","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":[0.0003406816,0.0003212717,0.0004962187,0.000168075,0.0002851526,0.0001556636,0.0001846183,0.0002925388,0.002576727],"category_scores_gemma":[0.0009026079,0.00009680834,0.0004171935,0.0001423327,0.0002547347,0.0001131925,0.0002381138,0.0003959798,0.0002268516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216568,"about_ca_system_score_gemma":0.0003887802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004722207,"about_ca_topic_score_gemma":0.0007297276,"domain_scores_codex":[0.9997671,0.000114327,0.00001233989,0.00002253619,0.00002914425,0.00005448229],"domain_scores_gemma":[0.9995765,0.0001192934,0.00005191474,0.00002556033,0.00003352088,0.0001932505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1558232,0.2446286,0.1936113,0.001642246,0.0008230665,0.001638755,0.001148782,0.001364678,0.0509478,0.0001093128,0.001265173,0.3469971],"study_design_scores_gemma":[0.01449508,0.639923,0.3389684,0.00005486824,0.0002452479,0.0006930373,0.0002296108,0.0006176041,0.003585827,0.00004237537,0.001132626,0.00001240659],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994842,0.00009116649,0.00003562737,0.000021612,0.000005658807,0.0001076206,0.00001557592,0.000002934278,0.0002356484],"genre_scores_gemma":[0.9992031,0.0001446273,0.0001825859,0.00004832931,0.00002532005,0.0001672496,0.00006823127,8.596163e-7,0.0001596598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002576727,"threshold_uncertainty_score":0.008620024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05543743603089556,"score_gpt":0.4360028123629687,"score_spread":0.3805653763320732,"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."}}