{"id":"W4293094963","doi":"10.1200/op.22.00163","title":"Clinical Outcomes of Operating an Acute Palliative Care Unit at a Comprehensive Cancer Center","year":2022,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Palliative care; Lung cancer; Distress; Cancer; Intensive care unit; Emergency medicine; Medical record; Internal 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":[0.000577796,0.0002438768,0.0002848746,0.0009283292,0.0007040805,0.0008660895,0.0003428637,0.0003678139,0.001550078],"category_scores_gemma":[0.004635719,0.0001659755,0.0003350456,0.001014615,0.0004500656,0.0006159246,0.0008516042,0.000634023,0.0001768055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035354,"about_ca_system_score_gemma":0.0009321368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673369,"about_ca_topic_score_gemma":0.007876368,"domain_scores_codex":[0.9990809,0.0001851858,0.0001541338,0.0001278304,0.0002403954,0.0002116188],"domain_scores_gemma":[0.9948521,0.0004759612,0.002605391,0.00009252501,0.0006990915,0.001274846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006017557,0.00003734402,0.9978257,0.0000142225,0.00003161458,0.0002371001,0.00008436466,0.00005339712,0.00007286559,0.000008475039,0.0002473802,0.001327312],"study_design_scores_gemma":[0.000008644908,0.0001678904,0.9980609,0.00002620549,0.00001974778,0.0008269934,0.0004635099,0.000168731,0.00007253003,0.00001678626,0.0001623458,0.000005661947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987637,0.000298471,0.00004216699,0.0001054542,0.000009729544,0.00001784721,0.0003142031,0.000004529062,0.0004438926],"genre_scores_gemma":[0.9992542,0.00009480146,0.00004350522,0.00004127256,0.0000134661,0.000008586136,0.0004939835,0.000001029893,0.00004923209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004673369,"threshold_uncertainty_score":0.009292305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3571215602253681,"score_gpt":0.5965554048588881,"score_spread":0.23943384463352,"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."}}