{"id":"W2725264683","doi":"10.22374/cjgim.v12i1.158","title":"The Role of Emergency Care in Patients with Advanced Dementia","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dementia; Workload; Disease; Palliative care; Emergency department; Medical emergency; Intensive care medicine; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002075674,0.0001923078,0.0003010405,0.0006186073,0.003203529,0.002264849,0.000825304,0.002470721,0.005888922],"category_scores_gemma":[0.01248138,0.0002058495,0.0002528428,0.0006095294,0.002199417,0.002407786,0.002834625,0.002995096,0.0006285225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260761,"about_ca_system_score_gemma":0.006626818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745718,"about_ca_topic_score_gemma":0.0189716,"domain_scores_codex":[0.9974794,0.001700005,0.0001013073,0.00008856057,0.0002392814,0.0003915048],"domain_scores_gemma":[0.9945785,0.001956139,0.0006661855,0.00008677266,0.0005173194,0.002195126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003061618,0.0003950143,0.1003613,0.00192214,0.00009707543,0.02933187,0.04676876,0.0008941161,0.0005669662,0.02727777,0.3589149,0.4331639],"study_design_scores_gemma":[0.0001384728,0.0007387649,0.1387502,0.01047995,0.00008253744,0.06669165,0.1687537,0.000860149,0.0003576098,0.03701635,0.5759044,0.0002261636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1307697,0.1345896,0.001080106,0.6197686,0.006014233,0.0001024835,0.0001282894,0.00009503392,0.107452],"genre_scores_gemma":[0.8395815,0.1050212,0.00221297,0.04208438,0.004675891,0.0001163889,0.00007716284,0.00003437328,0.006196101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00745718,"threshold_uncertainty_score":0.01970035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328446059502783,"score_gpt":0.3550078088745479,"score_spread":0.32172334827952,"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."}}