{"id":"W4403169895","doi":"10.7759/cureus.70914","title":"Exploring the Influence of the Edmonton Symptom Assessment System Implementation in Palliative Care Patients: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Cureus","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Fahad Medical City","keywords":"Medicine; Palliative care; Intensive care medicine; Nursing","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":[0.01856218,0.001550775,0.009112043,0.01510041,0.0008045707,0.003685252,0.002401654,0.002112396,0.00375199],"category_scores_gemma":[0.08589035,0.001223636,0.008886029,0.01431565,0.001385347,0.00357142,0.002205529,0.001133946,0.0002703026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004853282,"about_ca_system_score_gemma":0.01537081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008646948,"about_ca_topic_score_gemma":0.02506366,"domain_scores_codex":[0.9800364,0.006759835,0.009031842,0.001210577,0.002568373,0.0003929489],"domain_scores_gemma":[0.921598,0.05904464,0.0128871,0.001014028,0.004886687,0.0005694721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001530479,0.00001257627,0.001004493,0.971405,0.009705632,0.00006662915,0.0002495756,0.00005858212,0.00009300821,0.0001338597,0.0004595084,0.01665804],"study_design_scores_gemma":[0.0001948682,0.000174804,0.003910355,0.8988501,0.0891627,0.0002512544,0.000340977,0.00007975689,0.0001679446,0.0001803477,0.006652848,0.00003411838],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002706161,0.9948349,0.0002956548,0.0003358765,0.0001055393,0.0008603659,0.0005452989,0.00001357905,0.0003025151],"genre_scores_gemma":[0.04283429,0.9517751,0.001613434,0.0008716317,0.00009731097,0.002224289,0.0004290992,0.00001504333,0.0001398361],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01856218,"threshold_uncertainty_score":0.09816736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2440612950306636,"score_gpt":0.5030762418306509,"score_spread":0.2590149467999873,"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."}}