{"id":"W2045193090","doi":"10.1186/1472-684x-11-3","title":"Autonomic dysfunction in patients with advanced cancer; prevalence, clinical correlates and challenges in assessment","year":2012,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Cancer survivorship and care","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"Irish Cancer Society; Health Research Board; Irish Hospice Foundation; Atlantic Philanthropies","keywords":"Medicine; Logistic regression; Internal medicine; Nausea; Cancer; Prospective cohort study; Univariate analysis; Performance status; Proportional hazards model; Multivariate analysis; Physical therapy","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":[0.001263208,0.000175289,0.0002966353,0.0005666977,0.0002780795,0.0005465241,0.0002505725,0.0003016071,0.0008526057],"category_scores_gemma":[0.003956151,0.0000931082,0.000176952,0.0009033013,0.0002529952,0.000498295,0.0004751885,0.0004890201,0.0001668262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841319,"about_ca_system_score_gemma":0.0002465187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122014,"about_ca_topic_score_gemma":0.001411228,"domain_scores_codex":[0.9995276,0.0001732077,0.00005864973,0.00007439397,0.0001150405,0.00005118],"domain_scores_gemma":[0.9984365,0.000426187,0.0007702992,0.00004234198,0.0001548929,0.0001697329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003343583,0.00001938028,0.9972716,0.00001480289,0.000006572701,0.0000582386,0.00005478555,0.00001903144,0.00004357109,0.0000057127,0.00004502738,0.002427799],"study_design_scores_gemma":[0.000003573144,0.000110676,0.9987686,0.00001889667,0.000007957201,0.0005678767,0.000217544,0.000135417,0.00001860343,0.00002722426,0.0001211525,0.000002445342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973124,0.001470984,0.0001229434,0.0001129586,0.00001185431,0.00001835509,0.0001282614,0.000003940096,0.0008183303],"genre_scores_gemma":[0.9995267,0.0002705251,0.00007578289,0.00001926402,0.00001096873,0.000008347928,0.0000592852,4.025233e-7,0.00002861562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263208,"threshold_uncertainty_score":0.006680548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682385141323375,"score_gpt":0.3594678179896574,"score_spread":0.2912293038573199,"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."}}