{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001649528,0.0001528662,0.0003149163,0.00008568044,0.00002172453,0.000005581361,0.00003786883,0.0001030083,0.00003400212],"category_scores_gemma":[0.00004049488,0.0001231077,0.0000372749,0.0001177657,0.00005575247,0.0001430887,0.00002986267,0.0002566305,0.000003166359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466508,"about_ca_system_score_gemma":0.0001589795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095537,"about_ca_topic_score_gemma":0.007012025,"domain_scores_codex":[0.9989123,0.0001063913,0.0002643026,0.0002995947,0.0001718318,0.0002456125],"domain_scores_gemma":[0.9993789,0.0001220772,0.0001057925,0.0001543139,0.0001244464,0.0001144288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005313398,0.0001343766,0.9532991,0.0004428428,0.00001724648,9.420717e-7,0.003455674,0.00002258348,6.766828e-7,0.00003731322,0.000004995809,0.04205288],"study_design_scores_gemma":[0.004241776,0.0006178353,0.9885595,0.0007597415,0.00004767,1.43617e-7,0.005005516,0.00005800475,0.000005094052,0.000005503844,0.0005471579,0.0001519913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738414,0.02423151,0.00002583227,0.00008320803,0.0005138844,0.0006041183,0.00003190513,0.00002080308,0.0006472935],"genre_scores_gemma":[0.9929327,0.006472054,0.0001783591,0.00006022901,0.0000902171,0.000171392,0.00004194002,0.00001728909,0.00003579181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04190089,"threshold_uncertainty_score":0.5020185,"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."}}