{"id":"W2958257941","doi":"10.1002/brb3.1348","title":"Symptom relief during last week of life in neurological diseases","year":2019,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Trinity Western University; Centre for Advancing Health Outcomes; Western University","funders":"Canada Research Chairs; Ulla-Carin Lindquists stiftelse för ALS-forskning","keywords":"Medicine; Palliative care; Anxiety; Disease; End-of-life care; Nausea; Advance care planning; Logistic regression; Pediatrics; Internal medicine; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004118691,0.00007158831,0.0002602558,0.00006368339,0.000007953282,0.000002492239,0.00003609421,0.0000507325,0.00008874504],"category_scores_gemma":[0.0001739263,0.00005548114,0.00004604863,0.00007601929,0.00005626498,0.00002814597,0.0000336405,0.00007649985,0.000007021832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004432234,"about_ca_system_score_gemma":0.0000270988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000350422,"about_ca_topic_score_gemma":0.00000841409,"domain_scores_codex":[0.9994439,0.00002622204,0.0001761253,0.0001395094,0.0001073089,0.0001068851],"domain_scores_gemma":[0.9996203,0.0001168035,0.0000445521,0.0001096854,0.00002418887,0.00008452637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001401785,0.00035646,0.9891123,0.000131711,0.000004647286,0.00003775598,0.0001862805,4.960347e-7,0.009322494,0.00003379948,0.0001112177,0.0005626635],"study_design_scores_gemma":[0.00141583,0.0003845063,0.996025,0.0002080862,0.00004273982,0.000004355596,0.0001298975,0.000004420083,0.0010298,0.00000430879,0.0006971883,0.00005388489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983401,0.000812456,4.994844e-7,0.0002910564,0.00005073636,0.000167898,0.00001496664,0.00001405917,0.0003082208],"genre_scores_gemma":[0.9991572,0.0001597748,0.00006809027,0.0002491392,0.00003665522,0.000009383348,0.000008702524,0.000006731399,0.0003042628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008292695,"threshold_uncertainty_score":0.2262455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05566391773770438,"score_gpt":0.3509485162773443,"score_spread":0.2952845985396399,"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."}}