{"id":"W2300046687","doi":"10.1111/acem.12963","title":"Acceptability and Reliability of a Novel Palliative Care Screening Tool Among Emergency Department Providers","year":2016,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Reliability (semiconductor); Referral; Palliative care; Family medicine; Limiting; Medical emergency; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007484981,0.0003514391,0.000901285,0.0001503928,0.00006313006,2.065978e-7,0.0002120616,0.0002841265,0.001597663],"category_scores_gemma":[0.004575853,0.0002172799,0.000177476,0.0004300301,0.0006293773,0.0002355542,0.0001333342,0.0003758541,0.000002227882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173976,"about_ca_system_score_gemma":0.00009373313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005707438,"about_ca_topic_score_gemma":0.00004070708,"domain_scores_codex":[0.9964041,0.00009861074,0.001746373,0.0006412604,0.0006918485,0.0004177826],"domain_scores_gemma":[0.9975316,0.0002790318,0.0006717191,0.0005415948,0.0007143311,0.0002617348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002494019,0.00007967423,0.9703994,0.0008378755,0.0001162314,0.000001432119,0.008358051,0.000001947257,0.01416459,0.00007569996,0.001513774,0.004201862],"study_design_scores_gemma":[0.002894601,0.0007210094,0.9709376,0.001985879,0.0004120586,0.000001203979,0.007355688,0.00004950173,0.01076162,0.0002558118,0.004354662,0.0002703369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803942,0.01171984,0.003618832,0.001582185,0.000501669,0.001019252,0.00007874547,0.00005445456,0.001030823],"genre_scores_gemma":[0.9732964,0.02410295,0.001868265,0.000042639,0.0002994129,0.00007970566,0.00003278697,0.00003005957,0.0002477815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238311,"threshold_uncertainty_score":0.999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274015448347351,"score_gpt":0.4249324041836601,"score_spread":0.297530859348925,"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."}}