{"id":"W2403699248","doi":"10.1016/j.jcrc.2016.05.019","title":"Palliative care in chronic obstructive pulmonary disease","year":2016,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Baycrest Hospital; Western University","funders":"","keywords":"Medicine; Palliative care; COPD; Intensive care medicine; Psychological intervention; Anxiety; Disease; Quality of life (healthcare); Depression (economics); Pulmonary disease; Advance care planning; Curative care; Oxygen therapy; Health care; Nursing; Ambulatory care; Internal medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001094163,0.0004066178,0.002430698,0.0003879423,0.00002919287,0.00001136966,0.0002470788,0.0003041402,0.0001482395],"category_scores_gemma":[0.002070322,0.0002572245,0.001104836,0.0002500845,0.0003207537,0.0001332512,0.00007304658,0.0008829278,0.00001909246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044916,"about_ca_system_score_gemma":0.002573779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000040263,"about_ca_topic_score_gemma":0.000004246639,"domain_scores_codex":[0.9973348,0.0002392659,0.001136506,0.0002816726,0.0006470754,0.000360639],"domain_scores_gemma":[0.9963493,0.0008940432,0.0004249508,0.0002812319,0.001552907,0.0004976098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002476254,0.00008736658,0.001492276,0.1566172,0.0001384054,0.005093546,0.001542182,3.450684e-7,0.000001496952,0.0005458432,0.00006293522,0.8341708],"study_design_scores_gemma":[0.000722996,0.000599421,0.001141893,0.1889825,0.002536615,0.00007819801,0.003970674,4.811974e-7,0.00001108089,0.0003380153,0.8012884,0.0003297074],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009049717,0.9965912,0.000027482,0.0001757519,0.0004409273,0.0003279873,0.0003717153,0.000007158027,0.001967266],"genre_scores_gemma":[0.02227404,0.9759024,0.0002839228,0.00003937446,0.001333344,0.00001731545,0.00004974531,0.00005286484,0.00004693559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8338411,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501839312841507,"score_gpt":0.4959476158765818,"score_spread":0.3457636845924311,"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."}}