{"id":"W2726090185","doi":"10.1093/geroni/igx004.3303","title":"SCREENING AND ASSESSMENT IN THE EMERGENCY DEPARTMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Emergency department; Medicine; Context (archaeology); Multinational corporation; Czech; Geriatric care; Family medicine; Emergency medicine; Medical emergency; Nursing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005909217,0.0002900314,0.0003813583,0.001483787,0.000446442,0.0006760581,0.0004921387,0.0004958126,0.001829335],"category_scores_gemma":[0.01515936,0.0001658926,0.0003831385,0.0008743665,0.0004748045,0.0008662987,0.001457231,0.0005432379,0.000965519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437608,"about_ca_system_score_gemma":0.002968504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004325019,"about_ca_topic_score_gemma":0.006197561,"domain_scores_codex":[0.9958569,0.002143158,0.0007402097,0.0002571979,0.0007192605,0.0002831477],"domain_scores_gemma":[0.9935212,0.0009620297,0.001947886,0.0004858217,0.002448819,0.0006342209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003339084,0.0006448838,0.7414366,0.0006124428,0.00009087942,0.0009642376,0.001946342,0.0009685023,0.001889178,0.001080826,0.01445392,0.2355782],"study_design_scores_gemma":[0.0001099582,0.001203758,0.9586298,0.001071625,0.00005268299,0.002853645,0.002316901,0.001996107,0.00219843,0.001784747,0.02772731,0.00005504463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102688,0.00572369,0.02864407,0.00655722,0.0006507271,0.005028405,0.001719004,0.0003637279,0.04104433],"genre_scores_gemma":[0.9469659,0.003681656,0.04178127,0.001847766,0.0002333499,0.001741568,0.0008019962,0.0000168545,0.002929585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005909217,"threshold_uncertainty_score":0.03125131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625063462856601,"score_gpt":0.3860946308966289,"score_spread":0.3235882846109688,"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."}}