{"id":"W2726191276","doi":"10.1002/hep.29297","title":"Palliative care access for hospitalized patients with end‐stage liver disease across the United States","year":2017,"lang":"en","type":"article","venue":"Hepatology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Palliative care; Stage (stratigraphy); Disease; Liver disease; Intensive care medicine; Internal medicine; Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005971063,0.0001359909,0.00023902,0.0006723663,0.0003899507,0.000477127,0.0002957599,0.0002576031,0.001361318],"category_scores_gemma":[0.003993776,0.0001677476,0.0004284324,0.0009440558,0.0001862355,0.0004321787,0.0006768707,0.0005213611,0.0001011115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427959,"about_ca_system_score_gemma":0.0006706269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521775,"about_ca_topic_score_gemma":0.04013734,"domain_scores_codex":[0.9993617,0.0002496164,0.0001155251,0.00008551302,0.00009289869,0.00009469167],"domain_scores_gemma":[0.9970663,0.0004812651,0.001859907,0.00007082459,0.0001741701,0.0003475946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001301525,0.00001671927,0.997665,0.00001394395,0.00002285853,0.00007660553,0.00004731531,0.00004052836,0.00002423798,0.00001781658,0.0003134315,0.001748604],"study_design_scores_gemma":[0.000004608591,0.00002919897,0.9986578,0.00004677013,0.00001796169,0.0003174654,0.0002866466,0.0003647436,0.00002030586,0.00003791688,0.0002139218,0.000002627238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972216,0.0007738277,0.00008576155,0.0005759787,0.00001268289,0.00001180652,0.0006628603,0.000006282871,0.0006491856],"genre_scores_gemma":[0.9984589,0.0005663004,0.0001109288,0.00015364,0.00002488937,0.00001008976,0.0005991124,0.00000136185,0.00007482419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521775,"threshold_uncertainty_score":0.03025836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199835512267646,"score_gpt":0.4483204532640629,"score_spread":0.3283369020372983,"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."}}