{"id":"W4233113939","doi":"10.31236/osf.io/db7uy","title":"Cardiopulmonary exercise testing for the measurement of maximal oxygen uptake in people with cancer-related fatigue: a retrospective analysis","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Cardiorespiratory fitness; Medicine; VO2 max; Physical therapy; Rating of perceived exertion; Cycle ergometer; Cancer-related fatigue; Heart rate; Internal medicine; Cardiology; Cancer; Blood pressure","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":[0.002167145,0.0002202652,0.0004646941,0.0008887588,0.0002994473,0.0004127885,0.0002962109,0.0003439077,0.0005408674],"category_scores_gemma":[0.006503903,0.000251816,0.0006447152,0.0008811812,0.0002752607,0.0003218649,0.0003991741,0.0003895454,0.0001989899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221915,"about_ca_system_score_gemma":0.0002918121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454723,"about_ca_topic_score_gemma":0.001159989,"domain_scores_codex":[0.9975516,0.0006672613,0.0005405538,0.0004273253,0.0006852972,0.0001278411],"domain_scores_gemma":[0.9941081,0.001389301,0.002615572,0.0006673116,0.0009968852,0.0002228354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000931897,0.00001242137,0.9982668,0.00002724722,0.00004691354,0.00008658933,0.00006005904,0.00001392784,0.0001777108,0.000006764586,0.00003530625,0.001172937],"study_design_scores_gemma":[0.000008269023,0.000262445,0.9982671,0.00002645825,0.00006724858,0.0007543874,0.0001254396,0.00009924082,0.0001284555,0.00000645881,0.000250781,0.000003731978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966373,0.001762571,0.000604406,0.00002524646,0.000008950617,0.00009964965,0.0004385425,0.000005303,0.0004181133],"genre_scores_gemma":[0.9991682,0.0002126298,0.0001703662,0.00002900862,0.000008098097,0.00004012018,0.0003346221,0.000001912306,0.00003507021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002167145,"threshold_uncertainty_score":0.01146114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584205747587212,"score_gpt":0.2879128807257947,"score_spread":0.2294923059670735,"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."}}