{"id":"W3178280019","doi":"10.1186/s12873-021-00478-4","title":"Data from emergency medicine palliative care access (EMPallA): a randomized controlled trial comparing the effectiveness of specialty outpatient versus telephonic palliative care of older adults with advanced illness presenting to the emergency department","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; Palliative care; Quality of life (healthcare); Emergency department; Randomized controlled trial; Loneliness; Specialty; Emergency medicine; Physical therapy; Internal medicine; Family medicine; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002109,0.0008240458,0.004795441,0.0002268041,0.0002648741,0.000003801328,0.001320397,0.0001707081,0.002383548],"category_scores_gemma":[0.01297524,0.0004148514,0.0006193549,0.001581536,0.0004997329,0.0001780684,0.0006631279,0.0004755697,0.000003931696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087564,"about_ca_system_score_gemma":0.0005190199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317811,"about_ca_topic_score_gemma":0.01016037,"domain_scores_codex":[0.989925,0.002532969,0.003552756,0.001210023,0.002132492,0.0006467993],"domain_scores_gemma":[0.9868374,0.004352394,0.002426878,0.002148802,0.003933756,0.0003007181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7758932,0.000485644,0.1483531,0.002557749,0.0032759,0.00001223164,0.06713316,0.0004306953,0.0002539801,0.00007382281,0.001178465,0.000352031],"study_design_scores_gemma":[0.7996662,0.002301295,0.094744,0.01000409,0.005214921,3.577734e-7,0.08241227,0.000487075,0.003521508,0.00005242751,0.001073857,0.0005220367],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035654,0.06791808,0.002136207,0.0003554643,0.009438597,0.01340516,0.0003528683,0.00003982703,0.002788372],"genre_scores_gemma":[0.9779211,0.016496,0.000249432,0.00001451625,0.001684794,0.001533282,0.001906516,0.00007603288,0.0001183357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07435567,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135015866795193,"score_gpt":0.4387788526618051,"score_spread":0.303762985866612,"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."}}