{"id":"W4410494915","doi":"10.3390/cancers17101704","title":"Symptom Burden Poorly Responsive to Palliative Care Intervention and Karnofsky Predict Survival in an Acute Palliative Care Unit","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Palliative care; Multivariate analysis; Univariate analysis; Internal medicine; Performance status; Karnofsky Performance Status; Cancer; Prospective cohort study","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":[0.0005852588,0.0002596262,0.0003457293,0.0005209446,0.0004120745,0.000629182,0.0003185072,0.0003253294,0.002598873],"category_scores_gemma":[0.003841752,0.0001917051,0.000299274,0.000504031,0.0002969007,0.0003673286,0.0006663069,0.0005640249,0.0002882064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003336221,"about_ca_system_score_gemma":0.0004227585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680108,"about_ca_topic_score_gemma":0.002295166,"domain_scores_codex":[0.9995654,0.0001345054,0.00006495164,0.00005159768,0.00007498088,0.0001086232],"domain_scores_gemma":[0.9972982,0.000590088,0.001187628,0.00005540713,0.0002482425,0.0006204207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004047847,0.00001763898,0.9993927,0.000004142059,0.000007007815,0.00004680044,0.00003018991,0.00001839029,0.00004483178,0.000002272104,0.00004055049,0.0003550205],"study_design_scores_gemma":[0.000004785818,0.0001163844,0.9992581,0.000004969213,0.000007008175,0.0001977944,0.0001677406,0.0001645309,0.00002955745,0.000008088969,0.00003914322,0.000001914051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997246,0.00005655364,0.00002106404,0.00002734857,0.000002488804,0.000005408918,0.00004207253,9.050544e-7,0.000119577],"genre_scores_gemma":[0.9997817,0.00002523561,0.00003641726,0.00001029374,0.000006478401,0.000004320466,0.0000971644,4.112948e-7,0.000037961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002598873,"threshold_uncertainty_score":0.008694112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0748487470412479,"score_gpt":0.4373340464261282,"score_spread":0.3624852993848803,"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."}}