{"id":"W4381598143","doi":"10.1186/s12904-023-01195-4","title":"Impact of an outpatient palliative care consultation and symptom clusters in terminal patients at a tertiary care center in Pakistan","year":2023,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Medicine; Population; Outpatient clinic; Tertiary care; Family medicine; Ambulatory care; Pain medicine; Internal medicine; Health care; Nursing; Psychiatry","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":[0.0002525318,0.0001272902,0.0002115838,0.000239988,0.0009874357,0.0004896867,0.0001702031,0.0002379824,0.00176862],"category_scores_gemma":[0.001401242,0.0001093819,0.0001790017,0.0003777861,0.0002784023,0.0002675665,0.0006561176,0.0004627447,0.00009811296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008969077,"about_ca_system_score_gemma":0.001037184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022822,"about_ca_topic_score_gemma":0.01903747,"domain_scores_codex":[0.999667,0.00009184278,0.00003121755,0.00003537088,0.00005669845,0.0001178538],"domain_scores_gemma":[0.9986641,0.000179855,0.0004874186,0.00001600835,0.00009155223,0.0005610822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002187026,0.0001728995,0.9909731,0.00005185673,0.0000180638,0.001493956,0.001107873,0.00009046519,0.0004088352,0.00001911727,0.000618093,0.004827043],"study_design_scores_gemma":[0.00002241889,0.0003657027,0.9934789,0.0000368743,0.00001409563,0.001336353,0.004170706,0.0002162338,0.00006894283,0.00001700485,0.0002653762,0.000007463037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996089,0.00006331132,0.00000746751,0.00006806722,0.000002902602,0.00000527412,0.00003698669,8.284542e-7,0.0002063001],"genre_scores_gemma":[0.9997652,0.00006630896,0.00002560498,0.00004259635,0.000005436885,0.000003687256,0.00005040865,3.354434e-7,0.00004032707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022822,"threshold_uncertainty_score":0.02033734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0600159961649573,"score_gpt":0.424587892666366,"score_spread":0.3645718965014087,"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."}}