{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003521212,0.0001643108,0.0008440716,0.00007788113,0.0001731169,0.000003639969,0.0001684573,0.0001259648,0.0005362726],"category_scores_gemma":[0.0009754703,0.000141908,0.0001674006,0.0001887608,0.0001925148,0.000169767,0.0003472535,0.0006384243,0.00001060162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113703,"about_ca_system_score_gemma":0.000486759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006237887,"about_ca_topic_score_gemma":0.00026711,"domain_scores_codex":[0.997444,0.001054402,0.0006257291,0.0003235929,0.000329182,0.0002231236],"domain_scores_gemma":[0.99507,0.002953459,0.0006911508,0.0003088439,0.00084972,0.0001268313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00149812,0.0008038461,0.9720793,0.00006265902,0.001335965,0.0002856384,0.01657836,0.00005974982,0.000777646,0.00008587438,0.001456694,0.004976176],"study_design_scores_gemma":[0.005370036,0.004490411,0.2523462,0.00008722279,0.001131592,0.000043551,0.06962138,0.0001124128,0.0006173754,0.000005177514,0.6660028,0.00017187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840916,0.001657302,0.00001887626,0.00449509,0.0006842976,0.0004353911,0.0002333268,0.00002771874,0.008356358],"genre_scores_gemma":[0.9735597,0.002370811,0.01123974,0.01125557,0.0001941606,0.0001295903,0.0002192249,0.00003392227,0.0009972634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7197331,"threshold_uncertainty_score":0.5871809,"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."}}