{"id":"W2892687940","doi":"10.3389/fonc.2018.00443","title":"Symptom Burden and Palliative Referral Disparities in an Ambulatory South Texas Cancer Center","year":2018,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Foundation for the National Institutes of Health","keywords":"Medicine; Palliative care; Referral; Ethnic group; Family medicine; Cancer; Ambulatory; Demographics; Internal medicine; Nursing; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587794,0.0001210803,0.0001497303,0.000437174,0.001157772,0.0006247644,0.0002645282,0.0002243691,0.003503001],"category_scores_gemma":[0.001677289,0.0001276168,0.0001349189,0.0008339408,0.0002989763,0.0004375348,0.001059896,0.0004768203,0.0001252207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699057,"about_ca_system_score_gemma":0.002103965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03741701,"about_ca_topic_score_gemma":0.06620832,"domain_scores_codex":[0.9996651,0.00007543766,0.00002553716,0.00005713154,0.00005119441,0.0001255366],"domain_scores_gemma":[0.9980283,0.0002367943,0.0008357121,0.00002757604,0.0001394198,0.0007321411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006266706,0.0001282883,0.9943101,0.00001702659,0.00001334225,0.0001741881,0.001485448,0.00007121107,0.0002031067,0.00004607473,0.0008698153,0.002618651],"study_design_scores_gemma":[0.000009189795,0.0001255571,0.995242,0.00002459603,0.000007721393,0.0002110788,0.003559222,0.0002855188,0.00004788652,0.00002617879,0.0004565407,0.000004529879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994227,0.00004467248,0.000008588443,0.0002215096,0.000002510358,0.000003797895,0.0000568624,8.254798e-7,0.0002386661],"genre_scores_gemma":[0.9996399,0.00004199032,0.00002648948,0.0001074531,0.000006743479,0.000004980645,0.00008939953,8.908454e-7,0.00008218562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741701,"threshold_uncertainty_score":0.0743984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137824359615436,"score_gpt":0.4384266329813726,"score_spread":0.3246441970198291,"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."}}