{"id":"W4394684999","doi":"10.1186/s12904-024-01403-9","title":"Quality of palliative and end-of-life care: a quantitative study of temporal trends and differences according to illness trajectories in Quebec (Canada)","year":2024,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Hôpital Charles-Le Moyne; Institut National de Santé Publique du Québec; Université de Sherbrooke; Université de Montréal","funders":"Institut National de Santé Publique du Québec","keywords":"Medicine; Palliative care; Dementia; End-of-life care; Place of death; Intensive care unit; Quality of life (healthcare); Emergency medicine; Population; Gerontology; Cause of death; Disease; Demography; Intensive care medicine; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002283765,0.000350775,0.001509233,0.0004417871,0.00004573298,0.00001500721,0.0001377621,0.0001056043,0.00001395382],"category_scores_gemma":[0.001137848,0.000285821,0.0001122714,0.001002795,0.0003320905,0.0001230993,0.0001085328,0.0002052197,1.139665e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400272,"about_ca_system_score_gemma":0.001143126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4679571,"about_ca_topic_score_gemma":0.9145997,"domain_scores_codex":[0.9972098,0.0003453969,0.0009731243,0.0005336288,0.0006855262,0.0002524546],"domain_scores_gemma":[0.9967705,0.001670873,0.0003909241,0.00023526,0.0007675186,0.0001649169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006525305,0.0001017811,0.7690648,0.003311586,0.0002472764,0.00001005305,0.222448,0.000007949431,0.0005372689,0.0007877644,0.00001353512,0.002817506],"study_design_scores_gemma":[0.00116251,0.0007491572,0.573289,0.001715858,0.00008316463,5.22194e-8,0.420836,0.00002058621,0.001908163,0.00002203126,0.00004545408,0.0001680895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799593,0.01809496,0.0001951023,0.00008403946,0.0001706898,0.0006081468,0.000565912,0.00001723723,0.0003045823],"genre_scores_gemma":[0.9985532,0.0002431551,0.0009733133,0.00001638501,0.00003374225,0.00006184663,0.00004744204,0.00002397248,0.00004693339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4466426,"threshold_uncertainty_score":0.9999594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1615791373269062,"score_gpt":0.4335533803507186,"score_spread":0.2719742430238123,"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."}}