{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003322574,0.0001468538,0.0007780616,0.00003646767,0.00004077647,0.000006734192,0.00002702918,0.0001450485,0.0000763991],"category_scores_gemma":[0.00003173039,0.00009120264,0.00006134788,0.00007612023,0.0001659282,0.00007511429,0.00002305607,0.00001920936,0.000002473238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006206657,"about_ca_system_score_gemma":0.0008264189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000679997,"about_ca_topic_score_gemma":0.000284327,"domain_scores_codex":[0.9988472,0.0001131421,0.0003417378,0.0002553977,0.0001038345,0.000338638],"domain_scores_gemma":[0.9990465,0.0001947083,0.00008093838,0.0001354047,0.00002940486,0.0005130597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001330109,0.0002868641,0.8308198,0.00004913584,0.0002663166,0.00003010373,0.0004522929,6.036159e-7,0.000009988208,0.000008722995,0.00005513725,0.166691],"study_design_scores_gemma":[0.01199212,0.0009198833,0.9796064,0.000180388,0.0004333798,0.00007422831,0.0007584209,0.000008088681,0.000005901694,0.00000659014,0.005895569,0.0001189896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984217,0.01312828,0.000002596617,0.0008008134,0.0003996277,0.00030472,0.00001785844,0.00001808563,0.001110951],"genre_scores_gemma":[0.9947974,0.001580169,0.0000229357,0.002292655,0.000703548,0.0003950929,0.000001320774,0.00001553791,0.0001913084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166572,"threshold_uncertainty_score":0.3719136,"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."}}