{"id":"W3093101498","doi":"10.1101/2020.10.14.20212589","title":"Physiological and psychosocial correlates of cancer related fatigue","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cancer survivorship and care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cancer-related fatigue; Cardiorespiratory fitness; Psychosocial; Medicine; Cancer; VO2 max; Anthropometry; Internal medicine; Physical therapy; Blood pressure; Heart rate; Psychiatry","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":[0.0003062802,0.0001494214,0.0002274373,0.0004336542,0.0002936728,0.0002517848,0.0001213038,0.0002031719,0.001733442],"category_scores_gemma":[0.001835766,0.00006941347,0.0002029602,0.000454656,0.0001592277,0.0001322058,0.0003016548,0.0002463869,0.0001032394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127192,"about_ca_system_score_gemma":0.0001046527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588834,"about_ca_topic_score_gemma":0.002111886,"domain_scores_codex":[0.9997901,0.00007343563,0.00001965623,0.00003094087,0.00004540135,0.00004039409],"domain_scores_gemma":[0.9989248,0.0002562259,0.0004776905,0.00003648195,0.0001339471,0.0001708408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000057161,0.00005455059,0.9971463,0.00001656568,0.00003664872,0.00003374574,0.00008915373,0.00003949885,0.0003575381,0.000005218139,0.00005351451,0.002110095],"study_design_scores_gemma":[9.381998e-7,0.00006218486,0.9997475,0.000001542423,0.000004417638,0.00003806083,0.00006952893,0.0000278,0.00001575716,0.000003308516,0.00002830692,7.174012e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994102,0.0001389728,0.00003495672,0.00001778262,0.000002081747,0.000009615829,0.0001698775,0.000001369492,0.0002152351],"genre_scores_gemma":[0.9997256,0.00004172029,0.00002847672,0.000008578103,0.000003452032,0.000007036305,0.0001342904,2.83505e-7,0.00005054041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001733442,"threshold_uncertainty_score":0.005798995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05729725379663411,"score_gpt":0.3397475785295517,"score_spread":0.2824503247329176,"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."}}