{"id":"W2075510956","doi":"10.5539/cco.v1n1p21","title":"Cardiorespiratory Fitness in Women with and without Lymphedema following Breast Cancer Treatment","year":2012,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Nursing Research; University of California, San Francisco; National Institutes of Health","keywords":"Cardiorespiratory fitness; Medicine; Lymphedema; Breast cancer; Dash; Physical therapy; Physical fitness; Survivorship curve; Rehabilitation; Aerobic exercise; Cancer; Internal medicine","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":[0.0003476214,0.0001494405,0.000354245,0.0005717597,0.0003524277,0.0003559165,0.0001761423,0.0002892028,0.001323251],"category_scores_gemma":[0.00207879,0.0001086267,0.0002084661,0.0004663097,0.0002236713,0.000269888,0.000390471,0.0002726143,0.0001816071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683628,"about_ca_system_score_gemma":0.0001658556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003205723,"about_ca_topic_score_gemma":0.005575323,"domain_scores_codex":[0.9997781,0.0000553632,0.00002011237,0.0000355216,0.00004290754,0.00006796224],"domain_scores_gemma":[0.9996239,0.00007940744,0.000126213,0.00001669074,0.00004359813,0.0001101818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001969375,0.00008047954,0.9953056,0.00001214713,0.00003189204,0.0001162652,0.0002068768,0.00002671236,0.0002468505,0.00001088362,0.00007553709,0.003689675],"study_design_scores_gemma":[0.00000446085,0.0001840838,0.9993539,0.00000296543,0.00001013752,0.0001206788,0.0001730345,0.00003598744,0.00002422282,0.00001064814,0.00007842088,0.000001439016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992933,0.0001817774,0.0000131099,0.00003616105,0.000004843133,0.000005933676,0.00004867083,9.265787e-7,0.0004152064],"genre_scores_gemma":[0.9997136,0.00005621586,0.00001203529,0.00002320137,0.000005626094,0.00000584633,0.00005094829,4.418565e-7,0.0001322115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003205723,"threshold_uncertainty_score":0.006374121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05483287241426736,"score_gpt":0.4179129441840823,"score_spread":0.3630800717698149,"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."}}