{"id":"W4353059809","doi":"10.3138/ptc-2022-0009","title":"Benefits of Combined Upper Body Exercise and Compression Therapy for Breast Cancer Related Lymphedema: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Physiotherapy Canada","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of British Columbia; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Lymphedema; Breast cancer; Physical therapy; CINAHL; Randomized controlled trial; Clinical trial; Dash; Meta-analysis; Sample size determination; MEDLINE; Physical medicine and rehabilitation; Cancer; Psychological intervention; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00734584,0.001618147,0.009987166,0.007475643,0.0006372945,0.002959058,0.001555147,0.002426224,0.004751618],"category_scores_gemma":[0.03299523,0.001181628,0.00907059,0.006266498,0.0008899291,0.002343645,0.001313803,0.001529374,0.0002726704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003376478,"about_ca_system_score_gemma":0.01014537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005783341,"about_ca_topic_score_gemma":0.01914895,"domain_scores_codex":[0.9928203,0.002934589,0.002064265,0.0005261117,0.001433947,0.0002206458],"domain_scores_gemma":[0.9813176,0.01380892,0.003162662,0.0001820387,0.001285777,0.0002430424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002534673,0.00002276344,0.0003689344,0.9604064,0.01139753,0.00006157828,0.00008444823,0.00007417792,0.0001095789,0.0001227034,0.0007537449,0.02634471],"study_design_scores_gemma":[0.0007402739,0.0003637629,0.003557739,0.8799375,0.1043524,0.0003447035,0.0001942584,0.0001195438,0.0001620531,0.0002433762,0.009947651,0.00003671197],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008311978,0.9982588,0.00006955642,0.0001906036,0.00009362151,0.0002417359,0.0001100531,0.000004486219,0.0002001167],"genre_scores_gemma":[0.01698628,0.9807385,0.0006369592,0.0005992051,0.0001368324,0.000662099,0.0001148811,0.00000399954,0.000121395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009987166,"threshold_uncertainty_score":0.038849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263935861338595,"score_gpt":0.3379569295778923,"score_spread":0.3115633434440328,"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."}}