{"id":"W2339139864","doi":"10.21037/apm.2016.03.07","title":"Attributes and outcomes of end stage liver disease as compared with other noncancer patients admitted to a geriatric palliative care unit","year":2016,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; Baycrest Hospital; University of British Columbia","funders":"","keywords":"Medicine; Palliative care; Intensive care medicine; Stage (stratigraphy); Disease; Unit (ring theory); Liver disease; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000173202,0.0003835066,0.001301606,0.0003351611,0.00003965003,0.000002705017,0.0001638631,0.00007589861,0.0005866165],"category_scores_gemma":[0.001350201,0.0002100948,0.0001169417,0.0005574825,0.0006062202,0.00009700722,0.0000788973,0.000105597,0.000009484622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005069407,"about_ca_system_score_gemma":0.0001886993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009236485,"about_ca_topic_score_gemma":0.0002039723,"domain_scores_codex":[0.9976177,0.0001213135,0.0006725903,0.0004263851,0.0008087831,0.0003532902],"domain_scores_gemma":[0.995468,0.0008274022,0.0006322031,0.0003878518,0.002196608,0.000487889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002574404,0.0002370379,0.9825306,0.0006205983,0.0006517232,0.00002019612,0.009818139,0.0000031268,0.0007515296,0.0002243255,0.0005257464,0.002042582],"study_design_scores_gemma":[0.006484,0.003095328,0.9641205,0.004674374,0.0003357577,8.640924e-8,0.002478727,0.000004695067,0.009914428,0.00005394768,0.008600526,0.0002376147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876566,0.006254317,0.0004594457,0.002851104,0.00006472409,0.0009364673,0.00121734,0.00002233864,0.0005376411],"genre_scores_gemma":[0.9949082,0.002353758,0.0005836896,0.001154253,0.00008563207,0.00004473935,0.00008734728,0.0000388001,0.0007435774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01841008,"threshold_uncertainty_score":0.8567418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816801288922514,"score_gpt":0.4387254669322211,"score_spread":0.2570453380399697,"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."}}