{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007368224,0.0002037962,0.0004047856,0.001083261,0.0003158636,0.0005546924,0.0002894395,0.0002852891,0.001819459],"category_scores_gemma":[0.003834649,0.0001053518,0.0006119597,0.0009549045,0.0002511533,0.0004585777,0.0008250499,0.0004590496,0.0002063821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220077,"about_ca_system_score_gemma":0.0002784745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823895,"about_ca_topic_score_gemma":0.002982582,"domain_scores_codex":[0.9992225,0.0002591516,0.0001359911,0.0001042477,0.0001370131,0.0001411077],"domain_scores_gemma":[0.996309,0.0005411655,0.002494265,0.00005393702,0.0002872357,0.0003144335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001739649,0.00004659937,0.9940224,0.0001047012,0.00007574644,0.00009052177,0.0002405765,0.00004700209,0.0001226273,0.000008932679,0.0001338578,0.004933021],"study_design_scores_gemma":[0.000005286874,0.0001097802,0.9989501,0.00002474192,0.0000201274,0.0003445074,0.0002903955,0.00004175126,0.00002428898,0.00000697036,0.0001788573,0.000003290587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968985,0.001596852,0.000077432,0.00007833353,0.00001215176,0.00001684669,0.0004908183,0.000003046363,0.0008258814],"genre_scores_gemma":[0.9989558,0.0003126979,0.00008758842,0.00002461263,0.00001237957,0.00001369552,0.0004803131,0.000001182175,0.0001117176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001823895,"threshold_uncertainty_score":0.006086707,"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."}}