{"id":"W4394824138","doi":"10.1016/j.jpainsymman.2024.04.010","title":"Palliative Care Clinicians' Views on Metrics for Successful Specialist Palliative Care Delivery in the ICU","year":2024,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Palliative care; Nursing; Intensive care medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1121938,0.0003634279,0.0008110146,0.002431105,0.004266931,0.01424763,0.002139974,0.004224023,0.004245373],"category_scores_gemma":[0.4276922,0.0005173869,0.0007322695,0.002888272,0.003784046,0.005986319,0.006606872,0.008380129,0.0004866442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01967625,"about_ca_system_score_gemma":0.02999823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286566,"about_ca_topic_score_gemma":0.0185,"domain_scores_codex":[0.8735661,0.08081064,0.01337026,0.002176119,0.02471483,0.005361991],"domain_scores_gemma":[0.5435956,0.2090175,0.05207657,0.007311721,0.1353669,0.05263162],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007720593,0.0004147547,0.1865937,0.002469596,0.0003839113,0.001030088,0.06600416,0.002660159,0.001032022,0.06491242,0.3476802,0.3260471],"study_design_scores_gemma":[0.0003851666,0.001621279,0.270028,0.01301328,0.0004018956,0.001906945,0.1959646,0.005734297,0.002300846,0.0366087,0.471408,0.0006270596],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09530015,0.007044566,0.00199416,0.8650548,0.003447986,0.0001347229,0.0002946763,0.00006914777,0.02665975],"genre_scores_gemma":[0.9600508,0.003181831,0.004384518,0.02915524,0.001449362,0.0001694277,0.0001626008,0.00008922749,0.00135703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8878062,"threshold_uncertainty_score":0.5933449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136769599746505,"score_gpt":0.4370139968857504,"score_spread":0.3002443971392454,"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."}}