{"id":"W2135393957","doi":"10.1136/bmjspcare-2012-000250.81","title":"Advance care planning: the journey of changing hospital culture in an in-centre dialysis unit","year":2012,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care","funders":"","keywords":"Advance care planning; Palliative care; Medicine; Renal replacement therapy; Disease; Intensive care medicine; Dialysis; Kidney disease; Quality of life (healthcare); Nursing; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002676318,0.0003287664,0.0007758701,0.0003278092,0.00006358378,0.000009245191,0.0002194935,0.0001639294,0.00009857229],"category_scores_gemma":[0.0006894174,0.0002356585,0.0002185075,0.0009415172,0.0001824278,0.0003107846,0.00009160279,0.0004281156,0.000008172283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026503,"about_ca_system_score_gemma":0.0001674528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006855218,"about_ca_topic_score_gemma":0.0002408765,"domain_scores_codex":[0.9976878,0.0002294333,0.0006460618,0.0003297462,0.0004757472,0.0006312318],"domain_scores_gemma":[0.9977168,0.0001847981,0.000510652,0.0003767014,0.001015115,0.0001959432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001016208,0.0001083157,0.6428986,0.0002136857,0.00006283908,0.00005143169,0.35538,0.00004681271,0.0002244143,0.00008958897,0.0000691777,0.0007534905],"study_design_scores_gemma":[0.001151738,0.0002625534,0.4606469,0.001762877,0.0001104393,8.320721e-7,0.523941,0.00001927102,0.00896229,0.00001306595,0.002919619,0.000209405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787703,0.01724583,0.0001041869,0.0002938631,0.0001984302,0.0009623597,0.0001358839,0.00002042515,0.002268781],"genre_scores_gemma":[0.9979535,0.0004470445,0.0005859153,0.0001571255,0.0002653298,0.00006467348,0.000371727,0.00003435802,0.0001202647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822517,"threshold_uncertainty_score":0.9609875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088227998785869,"score_gpt":0.4483923572801038,"score_spread":0.339569557401517,"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."}}