{"id":"W4386322402","doi":"10.3390/curroncol30090585","title":"Upper-Limb Disability and the Severity of Lymphedema Reduce the Quality of Life of Patients with Breast Cancer-Related Lymphedema","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Medicine; Dash; Quality of life (healthcare); Physical therapy; Breast cancer; Rehabilitation; Physical medicine and rehabilitation; Upper limb; Activities of daily living; Cancer; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004417453,0.000153621,0.0002413577,0.000360421,0.0002352042,0.0003980605,0.00009287284,0.0001742244,0.003275868],"category_scores_gemma":[0.003596204,0.00005506013,0.0004256114,0.000293672,0.0001438642,0.0002662051,0.0003763802,0.0003557676,0.0001792712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742482,"about_ca_system_score_gemma":0.0002314508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006613419,"about_ca_topic_score_gemma":0.00176166,"domain_scores_codex":[0.9996296,0.0001611637,0.0000330488,0.0000243764,0.00008361653,0.00006817387],"domain_scores_gemma":[0.9989884,0.0002841462,0.0004103068,0.00002792906,0.00009805559,0.0001911534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002148798,0.0003330292,0.968182,0.00008425069,0.0002077638,0.0001341151,0.0002577678,0.0001704224,0.000448397,0.0000654921,0.0005034227,0.02939844],"study_design_scores_gemma":[0.00001010308,0.0002020682,0.9984053,0.00001546448,0.00005485352,0.0001943688,0.0002164252,0.0001659095,0.00005096063,0.00007116991,0.0006102546,0.000003271943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955612,0.001346961,0.0001026555,0.0003463602,0.00001824966,0.00001569302,0.00008525081,0.000003187427,0.002520416],"genre_scores_gemma":[0.9994448,0.0001944758,0.00004284789,0.0000535917,0.00001115427,0.000004754665,0.00004194407,3.607504e-7,0.0002059857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003275868,"threshold_uncertainty_score":0.01095891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06397989801335432,"score_gpt":0.3908093923001181,"score_spread":0.3268294942867638,"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."}}