{"id":"W3204626560","doi":"10.1371/journal.pone.0257501","title":"Comparison of characteristics and management of emergency department presentations between patients with met and unmet palliative care needs","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; Grey Nuns Community Hospital; Alberta Health Services; St. Joseph’s Healthcare Hamilton; University of Alberta","funders":"Canadian Institutes of Health Research; Government of Alberta","keywords":"Medicine; Palliative care; Logistic regression; Emergency department; Odds ratio; Confidence interval; Advance care planning; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006433424,0.0001334101,0.0003177244,0.0008606108,0.0002873142,0.0004959312,0.0002505293,0.0003566239,0.002183502],"category_scores_gemma":[0.005060303,0.0001454358,0.0003574048,0.0007438088,0.0002285036,0.0006084919,0.0007589958,0.0003914417,0.0001623242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003470388,"about_ca_system_score_gemma":0.0003749226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007936474,"about_ca_topic_score_gemma":0.001305646,"domain_scores_codex":[0.9991971,0.0001913146,0.0001780497,0.0001267766,0.0001408972,0.000165895],"domain_scores_gemma":[0.9967647,0.0007618165,0.001679894,0.00005736265,0.0002497489,0.0004863987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385141,0.00004162212,0.9977139,0.00003136606,0.00003028215,0.000225231,0.0001589413,0.00003790348,0.0001149795,0.00001773895,0.0000939232,0.001395572],"study_design_scores_gemma":[0.00001048272,0.0001990414,0.9970309,0.00002327007,0.00001139376,0.001428494,0.0008803906,0.0001609715,0.00004868383,0.00003240934,0.000169154,0.000004877638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993371,0.0002016828,0.00003621793,0.00005435902,0.000003883925,0.000007795349,0.0001496764,0.000001237185,0.0002079887],"genre_scores_gemma":[0.9995863,0.00006610416,0.00005371719,0.00002169636,0.000009186982,0.00000939943,0.0002030669,7.880583e-7,0.00004975519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183502,"threshold_uncertainty_score":0.007304549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.197679311358802,"score_gpt":0.4099060762219551,"score_spread":0.2122267648631531,"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."}}