{"id":"W4389312641","doi":"10.12968/hmed.2023.0403","title":"Emergency care needs renovation, not resuscitation or palliation","year":2023,"lang":"en","type":"letter","venue":"British Journal of Hospital Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Medicine; Resuscitation; Palliative care; Medical emergency; Intensive care medicine; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001711318,0.0003815613,0.0008173932,0.0003719156,0.004678395,0.003035873,0.0009221274,0.02799659,0.01546353],"category_scores_gemma":[0.0121436,0.0003448128,0.00052665,0.0007209153,0.002386236,0.0034279,0.001718832,0.02407117,0.003263082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678584,"about_ca_system_score_gemma":0.005033018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121144,"about_ca_topic_score_gemma":0.03672212,"domain_scores_codex":[0.9983311,0.0004403053,0.0002297049,0.0001647304,0.0003295392,0.0005046383],"domain_scores_gemma":[0.9933709,0.00288659,0.0006169088,0.0001770476,0.001089344,0.001859147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001818394,0.0001124271,0.005237674,0.0003362935,0.00002249786,0.02154556,0.00137132,0.00009676408,0.0004771126,0.02679371,0.9255344,0.01829042],"study_design_scores_gemma":[0.0001449667,0.0001078206,0.008511114,0.001013453,0.00003885687,0.02048658,0.004412393,0.0001827446,0.0001745165,0.02265248,0.9422114,0.00006375065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002287006,0.001722487,0.00005091278,0.9699624,0.008549285,0.000007986832,0.00003493833,0.000005325535,0.01737962],"genre_scores_gemma":[0.03650942,0.003585158,0.0002239585,0.8708168,0.05402596,0.00002953557,0.00003534904,0.00002618514,0.03474769],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02799659,"threshold_uncertainty_score":0.05173069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02664058616910993,"score_gpt":0.3021440904050164,"score_spread":0.2755035042359065,"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."}}