{"id":"W3120535411","doi":"10.1080/09699260.2020.1852656","title":"Developing a paramedic approach to palliative emergencies","year":2021,"lang":"en","type":"article","venue":"Progress in Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of British Columbia","funders":"","keywords":"Medicine; Triage; Palliative care; Referral; Medical emergency; Emergency department; Care pathway; Service (business); Health care; Nursing","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":[0.0001620365,0.000339814,0.0007935888,0.0002320716,0.00006840669,0.00002026793,0.0002034312,0.0001708933,0.00005414208],"category_scores_gemma":[0.0009214509,0.0003066722,0.0001754901,0.001358425,0.0002042,0.00008063932,0.0001850683,0.0003372395,0.00002458107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427067,"about_ca_system_score_gemma":0.0005821361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002410068,"about_ca_topic_score_gemma":0.00005760116,"domain_scores_codex":[0.9974756,0.000137945,0.0005888383,0.0006510776,0.0006189678,0.0005275683],"domain_scores_gemma":[0.9976929,0.0001819077,0.0001725664,0.0003741219,0.001358421,0.000220016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001223727,0.0001985503,0.9126651,0.001100031,0.0001977352,0.0001529174,0.06883281,0.00001974312,0.00007155253,0.00331753,0.0002842821,0.01303733],"study_design_scores_gemma":[0.004050734,0.0005526752,0.6539593,0.009978957,0.0002335953,0.000007516636,0.219741,0.0003366258,0.0648688,0.0009884534,0.04413684,0.001145597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8425708,0.1264658,0.01005801,0.002515594,0.0006008678,0.001726373,0.0001197039,0.0001583248,0.01578456],"genre_scores_gemma":[0.880576,0.002346149,0.1153226,0.0007039346,0.0001510833,0.0004437406,0.0002291521,0.00004398848,0.0001833677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2587059,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2148598859134673,"score_gpt":0.460524976258026,"score_spread":0.2456650903445587,"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."}}